Add testing section to README - #3
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Add a section for testing the CTO AIPA code review feature.
🤖 CTO AIPA Code ReviewCode Review FeedbackOverall AssessmentThe provided code change appears to be a simple update to the Specific Feedback
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…r GEO Root cause: 10-topic rotation recycled keywords every 10 days → same title → same slug → Dev.to 422 "Canonical URL has already been taken" → publish silently failed, old April post stayed visible in blog index. Fixes: - HASHNODE_TOPIC_BRIEFS: expanded from 10 → 20 topics (full month without repeat) Added: HubSpot CRM automation, fractional CTO, LangGraph, pgvector RAG, B2B lead gen, BrightData enrichment, content pipeline, Telegram agent, AI hiring, startup infra cost - slugAlreadyPublished(): checks blog-posts-cache.json before Dev.to POST; appends YYYY-MM-DD to title on collision, writes unique slug to cache - ARTICLE_SYSTEM: requires ## Frequently Asked Questions section (3-5 Q&A pairs) - validateArticle: gates on FAQ section presence + minimum 3 Q&A pairs Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Living reference of [STREAM-AGENT] dealname prefixes (Step 1 of HubSpot dashboard cleanup, deployed May 20 2026). Lists 5 active prefixes, 6 reserved for future writers, and code examples for pushHiringDealToHubSpot / pushLeadToHubSpot / direct POST /api/crm-event callers. Pairs with Claude memory project_hubspot_dashboard.md (richer context + smoke test command + xAI key location).
…riefing determinism) WIRING_CONDUCTOR_WEEK1.md: append NEW dated section logging 6 closures (response_detector→HubSpot, HubSpot→Trello bridge, triage dedup, stale-repo dedup, outreach 422, morning briefing). Carry-forward red list updated — response_detector + Resend 422 removed. SKILL.md: append Interview story #3 ('Replace LLM hallucinations with deterministic signals') with operational reference to commit 7c7d910 and related dedup/filter commits. Strictly additive — no existing content modified.
…rospects
Root cause of '402 deals, $0': runSerpProspects saved every Google result's
page TITLE as a company/deal — so Reddit threads, news headlines and job-seeker
posts became CRM deals. The only filter was wrong-role/big-co.
Fix:
- Add LLM buying-intent classifier (Haiku via Groq fallback): only results where
a real person/company is ACTIVELY SEEKING a CTO / technical co-founder / AI build
pass; articles, discussions, news, freelancers-for-hire and job-seekers are dropped.
- Deal name = human intent label ('Non-technical founder seeking CTO for X'), not
the raw headline.
- Cheap regex NOISE pre-filter (news domains + article/discussion/job-seeker title
shapes) runs first to save tokens.
- 3 new ICP-targeted queries (non-technical founders, 'looking for someone to build',
SMB AI-automation).
- runSerpProspects now supports { dryRun } (classify+log, push nothing) and returns
stats. SERP_MIN_CONFIDENCE env (default 0.6).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Step-by-step pipeline doc for compiling Telegram clips into a published AI Film Studio film, with all known gotchas: clip->poem mapping via PM2 logs + md5, English-verbatim stanza rules, Pixabay via Bright Data, no-fade-in intro card (gallery poster), loudness/parity verification, data/atuona durability warning. atuona-film3.mjs = The Secret Exhibition (02.07.2026) reference script. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
… deploy cto_aipa Cloud agent tokens get HTTP 403 on the workflow_dispatch API, so agents could not run deploy-oracle.yml themselves. New workflow reuses the exact same SSH + deploy-product.sh path but fires on push of .deploy-trigger to main (first line = product). Existing phone workflow_dispatch flow unchanged. Co-authored-by: Elena <aipa@aideazz.xyz>
… LinkedIn launch, day-1 proposals - UPWORK_PROFILE_FINAL.md: paste-ready link-free profile (live since Jul 12) - FIVERR_GIGS_PACK.md: full 3-gig wizard content; gig 1 (WhatsApp AI chatbot) published Jul 13 - LINKEDIN_LAUNCH.md: services-page copy + EN/ES launch posts - proposals/PROPOSALS_2026-07-12.md: first daily Upwork batch (5 + 2 stubs), tracked as [CLIENT-UPWORK] deals in HubSpot - assets/: gig cover images 1280x769 Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Hiring: Apply URL + cover letter + manual-apply checklist on deal Notes. Client/SERP/inquiry: outreach draft + clickable source/site/LinkedIn. EspaLuz WA deep link + upsell draft; Atlas landing + LinkedIn draft. Concierge pending drafts mirror to HubSpot deal Notes. SERP domain/sourceUrl pass-through fixed. Co-authored-by: Cursor <cursoragent@cursor.com>
…ound brief Standalone cron script: polls /api/atlas/angle (#1) for Elena's 7 service lanes; when a lane opens (ENTER or score>=60 non-AVOID) Telegrams a ready-to-run outbound brief (angle, hook/headline/CTA, evidence link) to the Concierge chat. Deduped per vertical+snapshot in data/. Additive: no running service or Cursor file touched. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Add a section for testing the CTO AIPA code review feature.