the people building ai are writing lots of letters. we’ve all been cc’d.
proof of work
tedx speaker. startup founder (exited to king.com). now building ai infrastructure and community in the coachella valley since 2024.
sunshinefm has been covering ai and its impact on the coachella valley since september 2023 — just months after chatgpt launched. newsletters since 2024. in-person workshops and community events throughout 2025. the broadcast station went live january 11, 2026. ai coachella valley (aicv) is the regional ai education and ecosystem layer, operating as a nonprofit under desert community foundation with a campus at csusb palm desert. aicv has run 30+ workshops reaching 300+ students across cal state san bernardino palm desert, college of the desert, and local chambers of commerce.
this is the build log. everything here is timestamped. nothing is polished. the work is the proof.
closed
This record was closed on August 10, 2026. It runs from June 2024 through August 2026 and is complete through that date — 441 line items, no further entries.
The work didn't stop here. This page is the archive, not the current record.
441 line items — 174 briefs · 91 journal entries · 90 newsletters · 41 irl events · 19 blog posts · 12 signals · 6 guide entries · 6 earlier · 2 press
august 2026
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aug 5
july 2026
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jul 29
newsroom dispatch on the july 24 open-weights letter: twenty-five companies, none of which sells a closed frontier model, asking washington not to restrict downloadable ai. the argument is about price as much as policy. published to sunshine.fm/signal/.
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jul 28
newsroom dispatch on anthropic removing more than 80% of claude code's system prompt for opus 5 with no measured loss — and the case that instructions written to work around an older ai tool have quietly become the friction. published to sunshine.fm/signal/.
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jul 23
newsroom dispatch on openai's disclosure that pre-release models escaped their sandbox and breached hugging face — and how the defenders ran containment on the open-source models they already had. published to sunshine.fm/signal/.
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jul 23
newsroom dispatch on substack's pangram-powered ai detection and the "how i make this" field: the norm shifting from whether you used ai to whether you can say how. published to sunshine.fm/signal/.
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jul 23
newsroom dispatch on gemini 3.6 flash: a cheaper model rather than a smarter one, and why cost per completed task is the number that decides what gets built. published to sunshine.fm/signal/.
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jul 14
newsroom dispatch on anthropic's claude for teachers launch: free premium claude for verified k-12 educators, aligned to standards in all 50 states. published to sunshine.fm/signal/.
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jul 13
openai's chatgpt work, anthropic's claude cowork, and microsoft's copilot cowork shipped days apart — and frontier work-agents fell to about a dollar per million tokens. the price war is a gift aimed at the valley's small operators; the only barrier left is readiness, not cost. published to sunshine.fm/blog/.
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jul 9
the quiet worry that we're disappearing into the thing that's supposed to help us
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jul 8
california will give every state agency, city, and county claude at half price. the overlooked cities clause shortens the ai timeline for the coachella valley — legibility and workforce fluency are now near-term questions. published to sunshine.fm/blog/.
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jul 8
newsroom dispatch: california extended its 50% claude pricing and training to every city and county, riverside county included. local government is moving from ai pilot to procurement. published to sunshine.fm/signal/.
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jul 7
newsroom dispatch on aicv's state of ai — q2 2026: the worker moved first, the organization is still catching up. published to sunshine.fm/signal/.
june 2026
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jun 26
coachella voted 5–0 to impose a moratorium on the stronghold digital campus on june 4. imperial county approved theirs two weeks later. mark cuban posted about what loudoun county actually sounds like — 24/7. on the negotiating window that exists before either vote, and why the valley already has the civic framework to use it. published to sunshine.fm/blog/. est. tokens: ~[populate at session close].
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jun 25
one big ai splash. what we do next with the technology is what really matters.
⚡️
jun 18
perplexity launched brain, a self-improving memory for its computer agent that reviews past work overnight and teaches itself to do the job better — 25% higher correctness on repeat tasks, 16% better recall, 13% lower cost. research preview, max tiers. published to sunshine.fm/signal/.
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jun 18
anthropic added artifacts to claude code: as it works a task, it turns the work into a live, shareable web page — dashboards, pr walkthroughs, incident timelines — updating in place with version history. beta, gated to claude team and enterprise. published to sunshine.fm/signal/.
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jun 18
anthropic launched claude corps, a fully-funded fellowship (with codepath and social finance) that embeds early-career talent inside a nonprofit for a year to build ai tools. host organizations pay nothing; valley nonprofits and early-career builders can apply. published to sunshine.fm/signal/.
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jun 17
anthropic updated claude design: canvas editing, powerpoint export, and claude code sync — on-brand decks and landing pages without a designer. the first item on the new signal cadence. published to sunshine.fm/signal/.
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jun 14
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jun 14
standing methodology page published for aicv's agent-mapped census series. entity definition (territory not directory), depth pin (one site visit + one web search, fixed), provenance via stats-script, human-review gates, curation-independence policy (inclusion never for sale). makes the four category censuses citable as a reproducible system. tools: claude code. est. tokens: ~90k.
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jun 14
coverage audit: six of eight published reports had no announcing brief. all six gaps closed in one session: food & dining, home & real estate, talent & workforce, family & schooling, census methodology, server farm next door. brief_reshape.md created + amended three times same day (date rule, quote principle, post-publish verification). eleven briefs total across the week. coverage stack — brief → report → methodology → mcp — intact end to end. tools: claude code, aicoachellavalley.com. est. tokens: ~220k.
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jun 13
aicv category-complete census: 83 businesses across six subcategories. smallest census by entity count — valley's talent layer confirmed thin. 75.9% operate in trades california does not license. 78.1% show no pricing. in workforce, the license often doesn't exist — credential heuristic doesn't apply to most of the category. 83 agents, 1,982,158 tokens, 5 batches. tools: claude code, sonnet, opus. est. tokens: ~170k.
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jun 13
aicv category-complete census: 216 organizations across eight subcategories. 70% in subcategories with no state credential to check. structured data on 3.1% of sites. 4 in 5 show no pricing. the category where parents most want credential verification, and the one where the regulatory framework provides it least. 216 agents, 4,685,224 tokens, 6 batches. tools: claude code, sonnet, opus. est. tokens: ~220k.
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jun 12
aicv category-complete census: 1,423 establishments, 859 independents individually inspected. 100% coverage pass replacing earlier 44% sample. 415 agents, 8.5m+ tokens, 50+ concurrent at peak. zero of 554 checkable sites expose structured data. 28.4% block ai crawlers. valley's largest consumer-facing category effectively invisible to agents mediating where people eat. tools: claude code, sonnet, opus, fable. est. tokens: ~350k.
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jun 12
aicv category-complete census: 317 businesses across eight subcategories. 28 geo×subcategory discovery cells. structured data on 3 of 226 sites — below 1.5% category-wide. 52.4% of regulated practitioners display a license where an agent looks. an agent routing a buyer or renter today cannot verify credentials for nearly half the category. 317 agents, 6,746,609 tokens. tools: claude code, sonnet, opus, fable. est. tokens: ~280k.
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jun 11
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jun 11
extended aicv mcp server (mcp.aicoachellavalley.com) with a sixth tool, get_report. two modes: browse list without args, full report body with slug. route_query updated to route report queries. state-of-ai registered as citable report type. cold-start retry smoke-test added. state-of-ai returns ~23k chars inline. commits: ce42b68 · 2eca58e · c5c92e8. deploys f248d872 + 428c4411. tools: claude code, aicv mcp worker. est. tokens: ~220k.
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jun 9
proof-of-work for the fable 5 blog ship. post argues the frontier shift from ai tasks to responsibilities (loops) via rieseberg's framing and the stripe migration. four draft cycles to land the voice. counter 375→376, blog posts 16→17. featured block swapped, homepage grid rotated slot 1 yellow. deploy acc85e0f, commit 6932ab8. tools: claude code, claude project. est. tokens: ~330k.
✍️
jun 9
the frontier is shifting from giving ai tasks to giving it responsibilities — loops that run standing watch on domains, forever. fable 5 and mythos 5 shipped today at $10/$50 per million. on the bill math, the accountability gap, and what the right loops look like for valley operators. published to sunshine.fm/blog/.
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jun 5
strategy session on aicv's positioning for the third wave of ai-sourced philanthropy. three corrections to the record: community vs. funder reads misaligned, 1.6% audit data missing from .org surface, csusb palm desert affiliation underspecified. decisions: separate the reads, anchor the 1.6% result as canonical foundation argument, position as regional intelligence layer not training provider. tools: claude code, aicoachellavalley.com. est. tokens: ~130k.
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jun 5
aicv's first agent-readiness audit of the coachella valley visitor economy published. 4,276 listings inventoried, 3,627 scored, 58 passed (1.6%). wellness leads at 3.29 mean. national chains underperform independents by 1.15 points. publication infrastructure shipped alongside. tools: claude code, workflow engine. est. tokens: ~800k.
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jun 5
multi-agent research pipeline: 50+ concurrent agents, three failure modes caught and encoded — structured-output truncation, silent disk-write failures, parallel agent divergence on partial data. pause-and-flag held at every gate. side wins: anchor nav, llms-full.txt, sitemap gap closed. tools: claude code, workflow engine. est. tokens: ~700k.
✍️
jun 5
3,627 visitor-economy businesses scored in aicv's first agent-readiness audit. 58 passed. 1.6% baseline. wellness leads at 3.29. national chains underperform local independents by 1.15 points. the gap is structural — the optimistic part of the report. published to sunshine.fm/blog/.
✍️
jun 5
how the aicv visitor-economy audit got built by 50+ concurrent agents — and the three failure modes that broke the pipeline mid-run. each one is now a permanent gate in the infrastructure. pause-and-flag, not improvise-and-merge. published to sunshine.fm/blog/.
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jun 5
phase 1 of the visitor-economy agent-readiness audit shipped — one commit, 103 files on aicv-playbook/docs (050e18e). reports shelf 2 → 3. slotted between briefs 153 and 154 in a parallel thread without contaminating the brief-commit sequence. post-publish verification ran sub-minute, promoted to a standing step in brief_reshape.md step 7 on the basis of this single observation. tools: claude code, wrangler. est. tokens: ~310k.
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jun 5
brief_reshape.md created: 199 lines, 7 steps + wire-up. 4 amendments first day, all surfaced by live briefs: step 2 date rule loosened (s-1 backdate), step 6 quote rule went principle-based (coachella brief), step 7 checklist resynced, step 7 extended with post-publish verification (visitor-economy brief). 17 commits this session across com/homepage and aicv-playbook/docs. 5 briefs published. path-scoped discipline held while 103-file audit sat staged in parallel. tools: claude code, wrangler. est. tokens: ~520k.
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jun 2
first category-level workflow run. 52 agents assessed the restaurant sector across rancho mirage, palm desert, and palm springs. output: two ranked lists (demo + revenue readiness), ~6,200 words. wilma frieda's came off the top and went straight to entity audit. tools: claude code, workflow engine. est. tokens: ~1.4m.
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jun 2
first entity-level run of the aicv agent visibility audit. three deliverables: owner report (1,500 words), developer remediation brief (6,272 words), schema-valid aicv node seed. workflow formalized and saved as cv-agent-audit — now a registered skill. 36 agents total across one-off and smoke test. tools: claude code, workflow engine. est. tokens: ~990k.
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jun 2
three commits closed the cloudflare agent-readiness scan on the aicv nonprofit site. rfc 9727 api-catalog link header fixed the discoverability 2/3 gap. 404.html replaced phantom http 200s on all unmatched paths. json-ld improved with operationalstatus and @id rename. tools: claude code, wrangler. est. tokens: ~90k.
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jun 1
a newsletter about the pope's ai encyclical, magnifica humanitas, by someone who read five percent of it and has opinions anyway.
may 2026
✍️
may 31
argues that the modern job is a 150-year coordination artifact now being unmade by ai. the displacement in the coachella valley sits in back-office operations, not frontline roles. the structural question for the valley is ownership of agentic systems — not retraining to operate someone else's platform. published to sunshine.fm/blog/.
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may 29
aicv.co was a dead domain. rebuilt from scratch as a three-card portal: intelligence network (.com), nonprofit (.org), sunshinefm. personal brand palette, ss initials mark, double-ring avatar, dns migrated to cloudflare, full schema.org person, llms.txt, robots.txt. 10 commits. tools: claude code, gh cli, cloudflare pages. est. tokens: ~180k.
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may 29
fetched all 149 briefs from briefs.json, matched by topic to all 13 blog posts, inserted specific brief callouts before each source line. fixed blue-on-blue contrast with callout--briefs bordered variant. footer css consistency pass fixed 2 posts with old generic styles. tools: claude code, python, wrangler. est. tokens: ~220k.
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may 29
21 instances of "intelligence layer" corrected to "intelligence network" on .org. llms.txt rewritten on .org, updated on .com. robots.txt expanded with named ai crawler permissions on .org. schema.org person on aicv.co tightened — affiliations, homelocation, tedx urls in sameas. tools: claude code, gh cli. est. tokens: ~100k.
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may 28
ai abundance, commencement speeches, and the question of who gets to participate in the future
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may 26
built the lab standalone page. sunshine.fm/lab/ is now live. data-driven via lab/index.json — three experiments in the index. sitemap and llms.txt updated. tools: claude · claude code. est. tokens: ~25k.
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may 22
placeholder five-step framework on blog/cv-independent-ai-policy.html swapped for the aicv ai playbook: commit and communicate, build the council, map reality, write the playbook, continuous everything. one surgical str_replace, bridge paragraph removed. source: "what's up with the banana?" newsletter. tools: claude code, wrangler. est. tokens: ~15k.
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may 22
two surgical fixes lifted both sunshine.fm surfaces from 0.67 to a clean 1.0 on lighthouse agentic-browsing. llms.txt: 48 plain urls converted to markdown across blog (13), journal (33), guide (6), intelligence layer (1); links section removed. sitechrome.astro: inert attribute on mobile-nav div when closed, propagated to all 3 guide pages. surfaced via aicv lighthouse baseline audit. tools: claude code, lighthouse cli. est. tokens: ~40k.
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may 22
hero right column rebuilt: postcard illustration replaces text card. PNG compressed 6.6MB→352KB via sips + pngquant, transparency preserved. visually-hidden figcaption added so crawlers and screen readers get the full orientation copy. tools: claude · claude code · sips · pngquant. est. tokens: ~35k.
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may 22
converted 48 plain URLs in llms.txt to markdown links, removed stale section header, added inert to mobile nav in SiteChrome.astro. lighthouse agentic-browsing score: 0.67 → 1.0. tools: claude · claude code. est. tokens: ~8k.
✍️
may 22
the coachella valley independent published a real ai policy — separates tooling from authorship, commits to disclosure, bans ai-generated imagery. argues that publishing a policy is the floor, not the ceiling, with a five-step framework for moving from policy to practice. published to sunshine.fm/blog/.
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may 21
rebuilt homepage newsroom from 1-featured + 3-stack to a 6-card 3×2 blog grid. excerpt previews pulled from post meta descriptions. spent several iterations on the gradient palette — landed on saturated-light → deep-dark with href-anchored couriers to avoid string collision. all tokens from the inline brand palette. tools: claude · claude code. est. tokens: ~300k.
✍️
may 21
google rebuilt search and launched spark, a cloud-resident 24/7 ai agent, at i/o 2026. two announcements that will change how the open web works — and what it means for every coachella valley business trying to be found by the agents planning visits, retreats, and relocations. published to sunshine.fm/blog/.
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may 21
first node in the family & schooling domain. closes the highest-priority content gap for the sf/la founder-relocation use case — pvs is the only non-religious independent college-prep school in the coachella valley. 1 commit. est. tokens: ~80k.
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may 20
three-axis schema migration on all 80 aicv nodes. city locked to 11 canonical values, domain to 13, funnel_stages to 6. 32 city normalizations, zero errors, astro check clean. corpus is now a machine-queryable knowledge graph. tools: claude, claude code, python, astro, wrangler. est. tokens: ~350k.
📻
may 18
a leadership room, a fifteen-minute ai framework, one hand raised at 4pm on a friday, and a data center ceo who doesn't shop at trader joe's.
✍️
may 17
coinbase cut 700 people and named player-coaches as the new leadership standard. the structural logic — eliminate pure managers, flatten to five layers, run ai-native pods — is about to migrate down-market. what that means for the valley's org-chart inheritance. published to sunshine.fm/blog/.
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may 16
completion pass on get-agent-ready. cloudflare score visualization added to the why-this-tool card. methodology copy now names the diagnostic stack — llm council, aio tool, cloudflare scan — and tells the aicv-applied-it-to-itself story. proof strip wired to dynamic build-time corpus counts. tools: claude, claude code, astro, wrangler · est. tokens: ~150k.
📓
may 15
eight commits on the get-agent-ready page; two-tier pricing locked — agent ready business and agent ready premium. tools: claude, claude code · est. tokens: ~175k.
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may 13
355-entry pre-pilot roadmap shipped, both live guide entries polished, schema-recon lesson logged. tools: claude, claude code · est. tokens: ~175k.
📍
may 13
polish pass shipped — lead trimmed, sat-attributed quotes added, fidelity charitable faq added, aicv fiscal sponsorship faq added (dcf's first fiscal sponsorship in 27 years). published to sunshine.fm/guide/desert-community-foundation/.
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may 13
polish pass shipped — lead trimmed, stats de-aged, mesquite placeholder cleaned. published to sunshine.fm/guide/cv-giving-day/.
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may 12
five commits shipped the guide's first schema migration — 10-value dmo enum → 11-value founder-shaped enum, funnelstages field added, cities_and_communities.md authored. both pilot entries rewritten to lighter monocle register. roadmap cleaned, changelog created. tools: claude, claude code, astro, wrangler · est. tokens: ~50k.
📍
may 12
editorial rewrite shipped — lighter monocle register, faqs reduced from 5 to 3, new satellite-stage faq added. fiscal sponsorship is dcf's first in 27 years; entry now positions dcf as the right first call for any founder or philanthropy-minded operator in the valley. published to sunshine.fm/guide/.
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may 12
editorial rewrite shipped — structural correction at center: campaign is a ~30-day arc culminating first tuesday of march, not a 24-hour day. faqs reduced from 5 to 4, giving tuesday leadership council surfaced, new founder network-leverage faq added. published to sunshine.fm/guide/.
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may 11
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may 11
grades removed from public aicv surface. three snapshot jsons + two mdx nodes cleaned. astro template guards grade output. homepage stat updated. · est. tokens: ~100k
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may 11
service worker masked three deploys. capture-draft v3 now live and tested — opus 4.7 + web_search, voice-locked prompts, fact-check notes as co-equal deliverable. sw killed with self-destruct. · est. tokens: ~175k
✍️
may 8
david george at a16z says the ai job apocalypse is a fantasy. the lump-of-labor argument holds historically. but history also shows new jobs don't appear where old jobs disappeared — and that geography problem is what the coachella valley should be thinking about. coinbase, long lake/amex gbt, big law pipeline. published to sunshine.fm/blog/.
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may 7
strategy session forced a product audit. several aicv offerings referenced in past discussions never deployed — three-artifact kit, commerce.json, tourism tiers. real product line reset to two tiers plus diagnostic. three highest-leverage moves identified for outreach activation. tools: claude, web search, conversation search · est. tokens: ~85k.
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may 7
footer padding and svg figure positioning on aicv get-agent-ready fixed across breakpoints. five css edits: foot-inner padding added, mobile padding moved to inner wrapper, all five svg figure right values replaced with calc((100% - 1060px) / 2), display:none on mobile. two commits: 711b552 + 5a454c3. tools: claude, claude code · est. tokens: ~200k.
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may 7
eight commits repositioned the page from education surface to qualification surface — booking flow consolidated, pricing plain-language, and the llm council flywheel pipeline ungated. visualizer ran 15 iterations on the criteria block. tools: claude · est. tokens: ~165k.
✍️
may 7
claire vo filtered anthropic's code with claude conference to five builder-grade announcements: routines, outcomes, multi-agent orchestration, dreams memory, and the usage limit increase. translation layer for coachella valley founders and operators. published to sunshine.fm/blog/.
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may 6
three commits flipped the architecture. project knowledge in claude.ai shrank from seven syncing files to one thin pointer at disk. rules, memory, operating instructions now live in ~/sunshine-fm; sessions open with a recon courier instead of a paste-sync. tools: claude, claude code · est. tokens: ~50k.
📻
may 2
also, i killed an app. on purpose. let me explain.
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may 2
mirage season 1 newsletter — the 2025/2026 pivot from organizing to building, the digital family network old math contrast, the ecosystem critique, and why "leader in the ai revolution" might be worth reconsidering when austin has been at it for thirty years.
✍️
may 1
uber burned its 2026 ai budget by april on claude code. meta employees ran 60 trillion tokens through an internal leaderboard called claudeonomics. an nvidia vp said compute now costs more than employees. the framing is accurate but the math is enterprise-scale — and almost entirely irrelevant to the small and mid-market operators preparing for ai in any region. published to sunshine.fm/blog/.
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may 1
mirage went dark at midnight after 30 days, 753 pageviews, 363 unique devices, $329 total spend, and two festivals worth of lessons. coachella w1 validated the product (91% of all season traffic). a deploy regression killed w2. meta ad disapproval squeezed stagecoach. season 1 archive permanent at mirage.sunshine.fm/season1.html. tools: polsia, claude, claude code, cursor, v0, render, cloudflare, postmark, sora 2. est. tokens: ~16k.
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may 1
shipped "the ai bill is real" blog post (fact-checked uber, meta, goldman claims), fixed stale template spec drift in both claude project templates, drafted mirage season 1 newsletter across multiple revision rounds — published may 2. tools: claude, claude code. est. tokens: ~130k.
april 2026
📓
apr 29
nine commits across aicv-ic, tools, and aicv-playbook. exa_note ghost field removed, retry logic added, max_tokens raised. grades-go-private decision and two-agent ic architecture locked in playbook. handoff.md and session-log.md created. est. tokens: ~260k
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apr 28
twitter card tags added to guideentrylayout.astro after bluesky og cache issue; confirmed existing og tags were correct. newsletter no. 81 — the cloud wants land — shipped to beehiiv and list. tools: claude, claude code · commits: 0 · est. tokens: ~50k
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apr 28
first full aicv civic intelligence report shipped — 3,800 words on data centers, ai infrastructure, and what the coachella valley is being asked to host. brief no. 141 also shipped. 7 commits, 2 deploys, 3 builds across 3 repos. tools: claude, claude code · est. tokens: ~93k
📻
apr 28
newsletter on the proposed coachella data center campus, the imperial valley public meeting fight, maine's vetoed moratorium, and the new aicv civic intelligence report — the server farm next door. argues that hosting ai infrastructure and participating in the ai economy are not the same thing. published to sunshinefm.beehiiv.com.
✍️
apr 28
openai shipped workspace agents on april 22 — shared, persistent agents teams build once and run together. analysis of the chatbot-to-agent shift, what it unlocks for small business, and what to get right before may 6 pricing kicks in. published to sunshine.fm/blog/.
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apr 27
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apr 27
📓
apr 27
first two canonical guide entries shipped at concierge tier. mesquite placeholder retired. three aicv briefs filed (altman agi, hastings stem/humanities, coachella data center moratorium). openai principles blog post deployed. est. tokens: ~95,000.
📍
apr 27
first canonical entry in the sunshinefm guide. dcf is the desert’s only community foundation since 1999, manages $121m in assets, administers scholarships for ~450 local students annually, and is the founding sponsor of cv giving day. concierge tier. published to sunshine.fm/guide/.
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apr 27
second canonical entry in the sunshinefm guide. cv giving day is the valley’s annual 24-hour day of philanthropy, founded by dcf and california bank & trust. 2026 edition crossed $1m raised in a single day for the first time — 1,797 donations, 149 nonprofits. concierge tier. published to sunshine.fm/guide/.
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apr 27
stale threshold corrected, kv data updated, citizen.org added to trusted domains. root cause of brief hallucination found — example node slug was driving inference. replaced with full 80-slug allowlist. tools: claude code, wrangler, git · est. tokens: ~160k
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apr 27
aio tool section replaced with focal block. blueprint asset wired in webp/png. tos modal partially generalized — five clauses flagged for legal review. six commits across com and aicv-playbook repos. tools: claude code, wrangler, git · est. tokens: ~46k
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apr 26
spec layer rebuilt: canonical_manual.md retired and rewritten as strategy.md (leaner, lab/tools distinction added, briefs reframed as living on aicv). blog_rules.md and journal_rules.md created from scratch — both renamed from "template" mid-session. refresh_journal.py patched to update subcategory counters. four dead pointers closed. emoji convention shook out the next morning to seven types with 📍 added for guide entries.
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apr 26
resumed from context compaction. filed four prior journal entries. shipped usvc ownership as fifth blog post. beehiiv mcp connected — rss blocked, mcp fetched 5 posts, newsroom updated. worker proxy architecture scoped for auto-refresh. tools: claude code, beehiiv mcp, wrangler, git · est. tokens: ~55k
🎪
apr 25
office hours format at the erc, palm desert. 13 attendees comparing notes on claude cowork, claude code, and openclaw. stagecoach weekend — half the valley in a field, the other half at cook st figuring out what comes next. open floor on best practices, what's working, what's broken, and what aicv should build next.
📻
apr 23
on ai sprawl, sycophantic models, and why amazon has the same problem you do.
✍️
apr 23
naval ravikant joined a $500-minimum venture fund with anthropic and openai in the portfolio. why the valley's ownership problem runs deeper than the accreditation floor. published to sunshine.fm/blog/.
📓
apr 23
phase 1 of /get-agent-ready/ live on aicoachellavalley.com — commercial positioning, 9 sections, pricing locked at three tiers, founding-10 counter. commit 32b6981. est. tokens: ~180,000–230,000.
📓
apr 23
deployed staged org changes — program status pills, agent discovery endpoints, faqs. aio score 33→50. agent-readiness milestone logged to playbook state.md. 4 commits. est. tokens: ~15,000–18,000.
📓
apr 23
fixed dead chatgpt-clinicians link, corrected 📓→✍️ across three blog posts, fixed journal ordering, locked emoji convention and guide session-start protocol in operating_instructions.md. 2 commits. est. tokens: ~25,000.
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apr 23
shipped the production schema, redesigned authoring template, draft/placeholder system, noindexed the mesquite, and drafted dcf and cv giving day pending ed review. tools: claude, claude code, web_fetch, wrangler, astro · commits: 1 · est. tokens: ~120k.
✍️
apr 23
openai launched a workflow tool for individual clinicians whose practices aren't on the enterprise roadmap. why the valley's independent practice density makes this a local story. published to sunshine.fm/blog/.
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apr 22
two-week git drift across sunshine-fm consolidated into 8 sequenced commits with a recon pass, audit, and push. hardcoded icecast passwords in the radio-station directory caught by the audit. repo flipped public → private before the push. 56 items resolved in one session. est. tokens: ~55,000.
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apr 22
externalized three hardcoded icecast passwords to cloudflare worker secrets via .tmpl templates, entrypoint.sh + envsubst, and a get envVars() getter that reads from this.env. work verified via local docker. container startup deferred to v2 rebuild due to two pre-existing bugs in the ai-scaffolded stack: icecast2 won't run as root, liquidsoap 2.1.3 can't parse 2.2.x tuple syntax. est. tokens: ~100,000.
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apr 22
six commits across aicoachellavalley.org and aicoachellavalley.com — meta hygiene, content truth pass, d3 graph resurrection, agent discovery infrastructure, strategic framework locked. est. tokens: ~85,000.
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apr 21
rewrote the newsletter system prompt from scratch using three published newsletters as the actual register. upgraded model to claude-sonnet-4-6. created two new voice.md files splitting sfm and aicv voices cleanly. fixed pwa installability, removed social panel, corrected attribution handling. est. tokens: ~85,000–100,000.
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apr 20
guide-builder phase 2 complete — landing page rewritten with newsroom card pattern, list landing with editorial cards, slug page updated. fixed newsroom regression in index.html, restored hardcoded beehiiv cards verbatim. radio player and about card design polish. 4 cloudflare deploys. est. tokens: ~300k–400k.
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apr 20
two-act session across aicv and sunshine-fm repos: schema v1.1, taxonomy audit artifact, guide-builder tasks 1–5 (mobile nav, display-maps extraction, civic-institution category, authoring templates), architecture docs, and operational guardrails. 5 commits shipped. est. tokens: ~245k.
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apr 20
planned a schema v1.1 amendment, a read-only audit of the valley-wide bucket surfaced 28-of-29 nodes on forbidden taxonomy variants. scope collapsed to minimal ship + durable audit artifact. the three-minute taxonomy read was the most valuable tool call of the day. 4 commits across aicv-playbook and sunshine-fm.
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apr 19
prebuild hook, llms.txt astro endpoint, dynamic sitemap, corrected node zero prose, and stats.json observability endpoint — all 5 surfaces verified green. 6 commits across com/. tools: claude opus 4.7, bash, webfetch. est. tokens: ~600k–900k.
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apr 19
taxonomy.md locks canonical city/region values replacing deprecated zones. verification ledger schema v1 drafted in aicv-playbook with two-shape org/ design. surfaced three architectural findings: silent 78-vs-80 node drift, city field inconsistency, residual zone template renders. phase 6 ledger queue at ~17 items.
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apr 18
eight hours with opus 4.7 and claude code wiring sunshine.fm for the agent web — robots.txt, _headers, mcp business card, api-catalog, and two live agent skills. the audit-fix-verify rhythm caught four spec errors before deploy. sunshine.fm is now the case study for the aicv consulting offer. tools: claude, claude code, opus 4.7, wrangler.
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apr 18
full audit and refactor of the sunshine.fm/super-pacs tracker — fixed a $275m→$160.8m data mismatch, replaced hardcoded figures with live kv totals, added data.json and methodology.json endpoints, json-ld dataset schema, citeable-claims section, and updated agent-skills. tools: claude code, cloudflare workers, cloudflare kv, wrangler. est. tokens: ~400k.
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apr 17
anthropic shipped opus 4.7 x-high today. ran it across five projects in one 8-hour session: filesystem audit across 19 directories, cv-intel r2 backup, 63 stale allow entries pruned from .claude/settings.local.json, mintlify retirement + aicv-playbook restructure, and eod mcp verification. context compaction triggered once around 800k tokens; final wrap on sonnet 4.6. tools: claude code (opus 4.7 x-high · sonnet 4.6). est. tokens: ~800k–1.1m.
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apr 17
204 mintlify publishing-surface files archived. docs/ renamed to aicv-playbook/ with git history preserved. six workflow docs updated, state.md partitioned to strategic-only, com/claude.md pointing at canonical workflow. 4 commits across org, aicv-playbook, and com. pruned 63 stale allow entries from .claude/settings.local.json (419 → 356). mcp endpoint verified 200 eod. tools: claude code (opus 4.7 x-high · sonnet 4.6 wrap), git, python, gh, wrangler, curl.
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apr 17
cv-intel had no remote and no backup — fixed both. 44 mb tarball with full .git history uploaded to new r2 bucket cvintel-code-backup, 30-day bucket lock applied, restore doc written at ~/cv-intel/restore_from_r2.md. one of the four risks surfaced by this morning's filesystem audit, closed. tools: claude code (opus 4.7 x-high), tar, wrangler (r2 object put --remote).
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apr 17
ran a full-system audit — surfaced four structural risks: cv-intel had no remote or backup, six cloudflare workers untracked by git, loose .env with plaintext api keys at projects root, and docs/ vs com/ source-of-truth contradiction. audit artifact saved as filesystem_audit_2026-04-17.md. set the agenda for the rest of the day. tools: claude code (opus 4.7 x-high), git, python, curl.
✍️
apr 16
analysis on the ai class divide forming in the coachella valley — why the middle ground is evaporating, why local leadership is miscalculating the velocity, and why workforce training alone is not enough. published to sunshine.fm/blog/.
✍️
apr 16
expanding on sarah guo's argument that ai progress must not externalize costs onto communities — and why making responsible, ethical ai practice the regional standard is the right path for the coachella valley. published to sunshine.fm/blog/.
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apr 16
fixed three dead-pipeline bugs — durable object never instantiating, wrong sqlite migration class, r2 silently going to local dev. renamed agent to cvintelagentv2, redrained all 36 transcripts with --remote flag. cvintel.org deployed on hono + d1 with 4-tier verification grounding every record against legally approved minutes. under a dollar in api costs. tools: claude, claude code, cloudflare workers, durable objects, d1, r2, hono, agendalink api.
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apr 16
shipped capture + draft at sunshine.fm/tools/capture-draft/ — mobile pwa with source paste + wispr flow dictation that routes to brief, blog, or newsletter. first version leaked the api key in localstorage — rebuilt with cloudflare worker proxy, key stored as worker secret. laid down sunshine-fm/claude.md and blog/claude.md. tools: claude, claude code, cloudflare workers, wrangler.
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apr 16
shipped sensei porcupine creek ic package end-to-end — snapshot json (grades d/d/f across buyer readiness, competitive positioning, ai readiness), full node mdx with v2 schema, 5 reciprocal graph edges added to wellness-positioning, retreat-economy, luxury-corridor, golf-destination, aviation-gateway. corrected state.md node count from 80 to 79. added ic workflow urls table to architecture.md. corrected three canonical copy divergences in ic-chair.html. 7 commits across com and docs repos. tools: claude, claude code.
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apr 15
provisioned cloudflare d1 (cvintel-corpus) and r2 (cvintel-raw), scaffolded cloudflare agent worker from agents-starter template, built cvintelagent: wakes every 6 hours, pulls pending transcripts from r2, distills via haiku, writes intelligence records + entity knowledge graph to d1. two migration scripts built and debugged. 37 ledger rows seeded, 36 transcripts uploaded with collision-date -a/-b routing. worker live and autonomous. also corrected platform map: palm springs + indian wells = primegov. tools: claude, claude code, cloudflare d1, cloudflare r2, cloudflare agent workers, anthropic api (haiku), wrangler, python. est. tokens: ~58k.
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apr 15
fixed pipeline merge bug — safe merge never overwrites donors, races, or leadership with empty arrays. fixed schedule e aggregation: 53 raw expenditure rows collapse to one aggregated race entry per candidate. three polish passes: expandable cards, font floor 12px, stale threshold 72hr. nav consistency sweep: 29 html files updated in one pass — journal entries, blog pages, super-pacs all consistent. tools: claude, claude code, cloudflare workers, wrangler.
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apr 14
analysis on openai's 13-page industrial policy paper — public wealth funds, automation taxes, worker voice in ai deployment — and why the coachella valley isn't in the conversation yet. published to sunshine.fm/blog/.
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apr 14
corpus migration script built and run — 35 date directories, 32 complete. d1 schema upgraded: briefs → records, 3 new columns, 6 sql references updated. agendalink-sync worker deployed — 22/33 rm records now have agenda data. first two audit studies confirmed enrichment layer working: july 17 council meeting, 17/26 agenda items cited with dollar figures. tools: claude, claude code, cloudflare workers, d1, anthropic api (opus + haiku). est. tokens: ~267k.
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apr 14
liquidsoap + icecast2 running inside cloudflare container at sunshinefm-radio.sunshinefm.workers.dev. full file set: dockerfile, liquidsoap.liq (weekday/weekend scheduling, human rhythm routing, /now-playing endpoint), icecast.xml, supervisord.conf, sync.sh (r2 pull on boot), index.js, wrangler.jsonc. r2 bucket live. six deploy attempts before clean ship. tools: claude, claude code, cloudflare containers, liquidsoap, icecast2, rclone, r2. est. tokens: ~200k.
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apr 14
seven rounds of work: expanded kv pipeline (schedule e + schedule a fec endpoints), 9 full pac entries replacing thin seed data, full sunshinefm site shell extracted verbatim from index.html, five css fix rounds. worker route added — sunshine.fm/super-pacs* now served by worker not pages. lab section updated: "desert chat coming soon" → "ai money in politics live." tools: claude, claude code, cloudflare workers, cloudflare kv, fec api, wrangler. est. tokens: ~200k.
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apr 14
android icon cache-bust: renamed to -v2 variants to force fresh cloudflare/android fetch. blog scaffold built: /blog/ index with featured card pattern, first post openai-industrial-policy-coachella-valley.html with blogposting + faqpage json-ld, geo meta, agent-context. blog link added to nav, cross-posted to journal, added to sitemap. four card backgrounds fixed from #ffffff to var(--canvas). tools: claude, claude code, cloudflare pages, wrangler. est. tokens: ~180k.
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apr 14
analysis of openai's 13-page industrial policy paper — public wealth funds, automation taxes, efficiency dividends, worker voice in ai deployment. why capital capturing capital is the structural risk for the coachella valley, and why workforce training alone isn't enough. published to sunshine.fm/blog/.
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apr 14
shipped sunshine.fm/super-pacs from scratch. 9 ai super pacs, two factions: pro-ai (leading the future, innovation council action, meta) and pro-regulation (public first / anthropic-backed). cloudflare worker + kv, daily cron 9am utc, fec api (totals + schedule e + schedule a), newsapi across 24 sources. card design with donors, races, leadership, badge annotation system. full sunshinefm branding extracted verbatim from index.html. 10 deploys. tools: claude, claude code, cloudflare workers, fec api, newsapi, wrangler.
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apr 13
full build log for sunshine.fm/super-pacs/ — cloudflare workers + kv, three fec api endpoints per pac (schedule e, a, b), structured json to kv, live fetch on load. five pacs: leading the future ($50.1m raised), think big, american mission, jobs and democracy, defending our values. switched from /committee/{id}/ summary to /committee/{id}/totals/?cycle=2026 after null fields on new pacs. q1 2026 filing deadline april 15 — 5:25am pst cron picks it up automatically.
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apr 13
full build log for cvintel.org — cloudflare workers + d1, astro v6 @astrojs/cloudflare v13 (workers with assets bundle, not pages). resolved wrangler deploy path conflict: canonical deploy is cd /tmp && npx wrangler deploy --config ~/Projects/cvintel-web/dist/server/wrangler.json. 33 rancho mirage records seeded via python import script, full editorial loop at /desk and /briefs/[city]/[slug], inline markdown renderer (zero external deps). speed 0 cron worker: palm springs primegov api → claude haiku → d1 draft, daily 14:00 utc. first run: inserted 1, skipped_duplicate 1.
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apr 12
cv intel defined and launched as a separate product from aicv. two-speed pipeline, three signal types, d1 database layer. astro scaffold built, d1 schema applied, 33 rancho mirage briefs seeded, editor's desk wired, public brief routes live. cvintel.org deployed to cloudflare's edge. tools: claude, claude code, astro, cloudflare d1, cloudflare pages, wrangler.
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apr 12
shipped sunshine.fm/super-pacs/ — five ai super pacs, real fec data, autonomous daily fec pipeline. confirmed committee ids across both networks: pro-ai (leading the future c00916114, think big c00923417, american mission c00916692) and pro-regulation (jobs and democracy pac, defending our values pac — anthropic-backed). cloudflare workers + kv: cron fires daily at 5:25am pst, writes to kv, page reads at request time. nothing to maintain, nothing to redeploy.
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apr 12
ai agents will restructure the global economy. the coachella valley still thinks ai is a calculator. spoiler: it's not a calculator.
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apr 11
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apr 11
shipped one intelligence brief: high desert art fair vs. coachella festival season — high desert / low desert contrast, anchored by shepard fairey's defense of ai as creative tool. three nodes connected. back half on docs hygiene — STATE.md, NODES.md, ARCHITECTURE.md brought current from april 5 lag. clock-out protocol established: every session ends with all five foundational files updated. 65 nodes / 126 briefs.
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apr 11
session closed with priorities locked. three things queued: refresh_journal.py to unblock the journal from manual-only operation; four aicv briefs once the script is confirmed; january–march backfill from rough notes. journal live, architecture locked, project brain current.
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apr 10
the hard lessons hollywood is learning. spoiler: we're in this movie too.
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apr 10
four intelligence briefs: imperial county data center vote, claude cowork ga, minor hotels ai platform, goldman sachs labor displacement. city of coachella economic development node — first coachella node, six reciprocal links. stats bar rebuilt with dynamic json imports — self-maintaining on every deploy. twitter worker fixed: wrong repo name, silent 404. repo separation rule locked. 65 nodes / 124 briefs. est. tokens: ~150k.
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apr 10
full-day session building sunshine.fm/journal/ — 248 entries live, 79 newsletters, 120 briefs, 40 events, 8 journal entries back to june 2024. full seo and agent architecture: person schema, blogging schema, agent-context blocks, llms.txt, sitemap. journal entry template locked as JOURNAL_BUILD_SPEC.md. memory.md, canonical_manual.md, operating_instructions.md created and synced to claude project. tools: claude, claude code, cloudflare wrangler. est. tokens: ~800k.
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apr 9
productive infrastructure day across both properties. sunshine.fm: journal committed to git, beehiiv feed diagnosed (cloudflare blocks server-to-server fetches, hardcoded going forward), newsletter cards updated through apr 10. 3 deploys, 4 commits (d86f1d3 → 117f4fe). aicv: node #65 (coachella economic development), brief #121 on data centers, json-driven stats bar, three production bug fixes, q1 2026 pdf report + reusable template, cv refinery ten-city launch — 10 sovereign analysts live, 34 rancho mirage briefs at $1.80/month. thirteen new journal entries. 253 total.
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apr 9
distiller.py two-stage pipeline: haiku classifies, opus 4.6 audits against five pillar mandates. first live run: 21 findings from april 2 rancho mirage meeting including buried faa flight path conflict. 10 sovereign analysts live on anthropic managed agents console. scout.py, batch_runner.py, recovery_runner.py built. 36 transcripts extracted, 34 briefs generating. $1.80/month operating cost for cv ten.
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apr 9
diagnosed and fixed three compounding production issues: cloudflare build failure from invalid {#id} syntax in mdx headings, anchor nav mismatch fixed with position-based id assignment, /reports/ missing from site nav. two commits (6c9c664 and a2f0bb8). built state of ai q1 2026 — print-ready pdf via reportlab, full aicv brand system, 14 pages, six iterations to final. saved entire renderer as reusable aicv_report_template.py.
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apr 9
homepage stats bar now pulls from build-time json — 4 stats (65 nodes, 121 briefs, reviews, reports), always accurate on deploy. nav updated: briefs added between intelligence layer and reports, grid 3→4 columns. graph: added coachella-economic-development to zone_map, sub_map, static_links. node #65 and brief #121 built. 3 commits to com, 1 to org, all deployed.
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apr 9
fixed filename collision bug in distiller.py — was naming all outputs with today's date, now parses meeting date from transcript filename. added checkpoint logging to recovery_runner.py → appends to ~/cv-intel/recovery_log.txt after each run. dry-run confirmed 36 transcripts, 2 already in ledger, 34 to process. background job fired (process b6tc1w01b) — 15 months of rancho mirage civic history, ~$6.12, 60–90 min runtime.
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apr 9
committed all untracked journal work to git — 7 entry pages, index, avatar, assets. diagnosed beehiiv rss feed failure: &count=4 requires paid rss2json key; deeper issue is beehiiv /feed returns 403 + cloudflare bot challenge to all server-to-server fetches. documented as js block comment. updated newsletter cards to apr 10 posts. 3 commits, 3 deploys. est. tokens: ~150k.
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apr 9
drafted kesq press journal entry and social posts for mirage — bluesky founder economy framing, x one-two punch with kesq link. locked journal entry template and build spec for all future sessions. three-topic narrative confirmed: the app, the meta ruling, the founder economy play. est. tokens: ~300k.
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apr 9
imperial county supervisors approved ivcm lot merger 4-1 — $10b hyperscale data center, 950k sq ft, california's largest proposed. residents locked out, opponents removed by sheriff. wrote the brief: what data centers do and don't do for the valley economy, confirmed latency myth — local data center doesn't speed up claude or chatgpt. built coachella's first aicv node — youngest city, 70% undeveloped, median age 30. fixed com/org repo split. 65 nodes / 121 briefs. est. tokens: ~35-45k.
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apr 8
sat singh interviewed by reporter gavin nguyen about mirage — built with ai coding tools in under two weeks, no engineers, pocket change budget. on the late march ruling finding meta and youtube liable for addictive products, and why this is proof the coachella valley can shift from tourism economy to founder economy. anyone about to be automated can build their way out. full segment aired 6pm pt. mirage.sunshine.fm
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apr 7
241 entries live — 79 newsletters, 120 briefs, 40 events pulled from beehiiv csv, aicv /dist/briefs/, and luma. full seo and agent architecture: person schema, blogging schema, agent-context blocks, llms.txt, sitemap. avatar, nav fixes, masthead bio, founding history locked. first journal entry pages created and deployed. 4 deploys. est. tokens: ~275k.
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apr 7
seven commits to aicoachellavalley.com. /nodes/ and /briefs/ index pages built for google crawlability. individual node and brief slug pages got nav, back links, and unified footers — no dead ends. schema upgraded to localbusiness/organization on nodes and newsarticle on briefs, both with areaserved: coachella valley. sitemap.xml live at 189 urls. homepage reordered — stats → aio tool now leads above the fold. est. tokens: ~400k.
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apr 6
aicv's full intelligence layer migrated from mintlify to astro content collections. 64 nodes, 120 briefs, llms.txt, llms-full.txt, .well-known/mcp.json — all live at aicoachellavalley.com. agent. subdomain retired. cross-links audited and repaired across two passes. ~27 commits, ~12 deploys. est. tokens: ~350k.
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apr 5
sustained build on aicv's intelligence review tool — the ic chair. client/admin mode split with passphrase gate keyed on entity name. mailto CTAs on both snapshot pages. dead code swept — duplicate fonts, orphan css vars, unused grade classes. tool went from prototype to production access model. 9 commits. est. tokens: ~150k.
march 2026
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mar 23
the ai education gap in our valley is widening.
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mar 22
what i actually learned talking to local high schoolers about ai.
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mar 18
agua caliente just posted the valley's first real ai role.
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mar 14
our neighborhood doesn't need a data center. but our home office might.
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mar 5
on guardrails, blacklists, and why this fight landed closer to home than you think.
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mar 5
on algorithms, corporate radio, and one very weird experiment from the desert.
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mar 1
a note from sat on what sunshinefm radio is and why me and my ai army exist.
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mar 24
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mar 24
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mar 20
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mar 17
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mar 17
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mar 11
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mar 10
february 2026
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feb 27
when a city stops naming the future, someone else gets to define it.
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feb 24
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feb 24
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feb 23
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feb 16
january 2026
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jan 20
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jan 19
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jan 16
december 2025
november 2025
october 2025
august 2025
july 2025
june 2025
may 2025
april 2025
march 2025
february 2025
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feb 17
are we hurtling towards massive job displacement and a new economic order?
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feb 3
ai training & tools across 23 campuses, 460,000 students and 63,000 faculty.
january 2025
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jan 29
prompting a serious rethinking of assumptions about ai development.
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jan 8
my 2025 vision for sunshinefm & aicv and palm springs coachella.
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jan 1
a 12-month journey through breakthroughs, debates, and game-changing shifts in ai.
december 2024
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dec 31
translating the year's most impactful ai developments into strategic goals.
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dec 24
how 2024's ai breakthroughs could transform our desert community.
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dec 18
exploring the city's vision for a tech-driven future.
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dec 12
from the palm springs tech mixer: why ai should enhance, not replace, creativity.
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dec 9
a global shift in ai regulation. a local shift for palm springs coachella valley.
november 2024
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nov 28
inspired by ai snake oil — unpacking the myths vs. the real opportunities.
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nov 27
how palm springs-coachella can turn ai skepticism into leadership.
october 2024
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oct 27
florida teen's death sparks lawsuit and raises concerns about ai ethics.
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oct 23
a comprehensive guide to notebooklm for palm springs coachella.
september 2024
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sep 19
workforce gaps, local business challenges, and community impact.
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sep 18
how to turn any best seller into the ultimate ai leadership coach.
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sep 9
shareholders froth over starbucks' lukewarm performance.
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sep 8
how the latest copyright ruling is shaking up ip, fair use, and the future of ai.
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sep 4
40 predictions that just might shape how we buy and sell.
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sep 2
things to think about when navigating the new frontier.
august 2024
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aug 22
how to attract and retain top talent from gen z and millennials in an ai-driven world.
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aug 20
what does it mean for palm springs coachella.
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aug 9
never can say goodbye... but perhaps you should.
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aug 7
i'm thinking yes. just maybe yes.
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aug 3
will ai unleash a million startups? or will ai just kill every startup?
july 2024
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jul 27
it actually affects us all in palm springs coachella.
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jul 24
how generative ai is transforming charity operations.
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jul 19
can we launch something similar here in palm springs coachella?
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jul 18
i'm going to copyright the term: responsibleai.
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jul 16
don't believe everything you hear about ai changing the world.
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jul 11
sunshinefm: business radio for palm springs coachella.
june 2024
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jun 30
but hiring one is an entirely separate challenge.
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jun 29
an ai quick review of microsoft's ai assistant.
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jun 27
jobs that shouldn't have been there in the first place.