The top 10
biggest sessions.

Scaffolded Next.js 16 admin portal with TypeScript, Tailwind 4, shadcn/ui, Playfair+DM Sans fonts, Morning Mist palette · Built 8 production pages: Overview (editorial briefing), Core Programs (2x2 classroom grid), Summer Camp (calendar), Discovery Station (age bands), After-School, Registrations inbox, Revenue (4 KPIs + charts), Families CRM · Expanded Cloudflare Worker API with 15 new endpoints including enroll-multi, revenue-history, registration-inbox, briefing, briefing/send, PATCH parents/students, families-directory · Fixed cross-site cookie auth (SameSite=None + Secure) for admin subdomain to workers.dev · Wrote seed-real-data.mjs parsing 6 CSVs (Brightwheel + Google Sheet tabs + aging report) into D1 with dedup logic and alumni import · Seeded production D1: 206 parents, 271 students, 279 enrollments, 1102 camp day-seats, 1228 billing history records · Created 5 D1 migrations (008-012): real students, billing history, supplemental programs, camp dates reseed, aging snapshot · Built rule-based briefing composer with 5 narrative sections, Save-as-PDF via print stylesheet, weekly Monday 7am CT email cron via Resend · Built reusable InfoDot component with ~18 Theo voice blurbs in steel-blue across all pages · Integrated Recharts for Revenue page YoY bars, monthly trend, category breakdown · Fixed critical YoY bug comparing partial-year to full-year (was -33%, now +64%) · Split Outstanding Balances into Past Due (aging-sourced) + Remaining This Year · Deployed admin app to Cloudflare Pages at admin.sparkacademymorton.com (static export) · Verified end-to-end email delivery · Saved memories for mobile pass, data accuracy fixes, and Aitheos data resilience as follow-ups

Built Phase B capture reliability foundation across iPad, API, DB, R2, and admin gauntlet surfaces · Shipped unfinished-conversation recovery flows: Finish & Upload, Continue Recording, Discard/quarantine · Fixed real-device force-kill/offline upload races and durable finalization parity · Implemented production audio interruption recovery with visible failure warning · Added background upload infrastructure, diagnostics, and DEBUG upload-path/cadence controls · Added gauntlet scenarios, dashboard visibility, and in-app recording inventory tooling · Ran/validated real-device gauntlet scenarios and opened draft PR #2 for review · Curated capture/recovery docs, handoff notes, parked drift hypothesis, and PR description

Hardened Phase B capture reliability across backend, iOS, and admin surfaces. · Built the Aitheos operator health dashboard foundation and Gauntlet Mode testing cockpit. · Debugged real iPad upload failures and fixed retry/reachability issues for real-device gauntlet runs. · Built the Aitheos quarantine review workflow for ambiguous recovered audio, including API, R2, admin UI, iOS quarantine upload, audit trail, and docs. · Fixed Theo’s P0 cross-tenant quarantine restore bug with regression coverage. · Added Aitheos ops/training documentation discipline plus Quiet Command brand guidance and concept assets. · Verified with npm test, build:api, build:admin, targeted quarantine route tests, and iOS simulator build evidence.

Built complete Flutter native app (iOS/Android/web) — 35 files, 9,148 lines from zero · Dual design system: CRM dark 'Swiss Command Center' + Client light 'Studio Window' · Auth: bearer token (Stephen→CRM) + D1 magic links (clients→Portal) with role-based routing · CRM mode: dashboard with animated count-up stats, pipeline kanban with stage-change sheets, work items with 3-axis filters, client profiles with detail view, call log with expandable transcripts · Portal mode: masterlog activity timeline grouped by day, chat with working send, issue reporting with bug/feature form · FCM push infrastructure: fcm_tokens D1 table, token registration endpoints, HTTP v1 API send via service account JWT, pushes alongside Telegram at 4 notification points · Worker: 4 new endpoints (GET /client/{id}, POST /lead/{id}/update, POST /register-fcm-token, POST /unregister-fcm-token), session header auth for mobile · Design pass: shimmer loading (4 variants), login entrance animation (monogram elasticOut + staggered fades), pull-to-refresh on all data screens, count-up stat numbers · Session handoff doc for App Store submission prep

Multi-model LLM gauntlet: 11+ paid validation runs across DeepSeek V4-Flash/V4-Pro, Kimi K2.5, Qwen3-32B, GPT-OSS-120b, Gemini 2.5/3.1, Anthropic Haiku+Sonnet. DeepSeek V4-Flash full-stack confirmed empirical winner at $40/mo per agent (3.9x cheaper than Anthropic at same quality grade). · Field definitions methodology: 47-field training doc with disambiguation/examples/edge cases, integrated into provider tool schemas across all candidates. Empirically validated as quality fix (MSRP-vs-sale-price extraction error resolved). Priority.tier locked to 28-label vocabulary; credit_tier_inference replaces duplicated payment framing field. · Cost projection infrastructure: canonical pricing table at packages/workflows/src/extraction/providers/pricing.ts, monthly cost projection function with utilization assumption (60%/80%/100%), validation log backfilled with per-combination monthly cost. Caught and corrected AssemblyAI Universal-3-Pro vs Universal-2 pricing mismatch + DeepSeek V4-Pro pricing. · Live extraction gauntlet dashboard built end-to-end (L.A through L.E): browser mic capture + WebSocket sidecar + 90s rolling window assembler with audio-timeline rate handling + Inngest fanout per combination + AssemblyAI shared transcription + per-combo provider chains + finalize fanout + DB-backed SSE result push + React 5-column live grid with dynamic field ordering + file upload mode (mp3/m4a/mp4/wav/webm) + 1x/2x/4x playback rate + 500ms flash diff highlighting + age/stale field indicators + expandable cost breakdown panels + 60/80/100% utilization slider + per-run actual-cost counter + 90s/60s/30s window size selector + per-recording combination toggles with Anthropic-off-by-default + live cost estimator + $5+ confirmation dialog + run history with re-attach + pause/resume with WebSocket reconnect + audio-duration vs wall-clock duration tracking. · Phase J hybrid combination testing: Anthropic-rolling+DeepSeek-finalize (RED 2/5 narrative role inversion), DeepSeek-rolling+Qwen-finalize (4/5 narrative, 8s finalize at $35/mo cost winner), Kimi-rolling+DeepSeek-finalize (5/5 narrative magic at $72/mo quality winner). Side-by-side narratives hand-graded. · Saif-shareable multi-model gauntlet results summary doc with cost-quality matrix. · Phase M plan: multi-scenario audio testing framework with Tier 1/2/3 scenarios (showroom, outdoor, music, multi-speaker, long-form), 4-dimension hand-grading rubric (speaker accuracy, factual correctness, narrative quality, field extraction completeness), production winner decision criteria with $80/mo cost ceiling, 5-stage execution plan handing off to Phase K production deployment. · Phase L.G deployment plan for gauntlet.aitheos.com: Vercel for admin app + Fly.io for WebSocket sidecar + Cloudflare Access for Google SSO auth (allowlist for Stephen + Saif). · External agent commit discipline rule added to global ~/.claude/CLAUDE.md: 'No new slice starts until the previous slice is committed' — bakes commit instruction inline in every external-agent greenlight message.

Built three design exploration directions (Desert Mystic cinematic dark, Sacred Archive editorial luxury, Field Journal scientific dossier) — each with full custom design system, tokens, components, and homepage · Comprehensive mobile optimization across rebrands B and C (~32 fixes: hero meta grid stacking, tier button cramping, sample data sidebar, ion chart row stacking, FAQ accordion, dossier header overlap) · Built rebrand-b-v2 — added Sample Data sidebar, Ionic Composition chart with gold hatched bars, and Composition Table with chemical formulas, all ported from Field Journal and restyled to Desert Mystic · Built complete 19-page Desert Mystic site: index, shop, our-story, zamzam-water-science, ingredients, how-it-works, mission, faq, our-pledge, contact, affiliate, shipping, returns, privacy, terms, blog index + 3 blog posts · Wrote 280-line HANDOFF.md documenting design tokens, ~50 component classes, mobile breakpoints, conventions, status of pages, and pre-cutover checklist · Production cutover: tarball backup, replaced site/ HTML+CSS with Desert Mystic versions, preserved checkout.html / order-confirmed.html / admin/ / affiliate/ subapps and all existing cart/affiliate/checkout/nav JS scripts · Wired production cart.js + affiliate.js + nav.js into all 19 pages via Python patcher: added cart-toggle id + nav__cart-count badge, injected fullscreen mobile menu drawer, added script tags in dependency order · Built ~600 lines of cart system CSS: slide-in cart drawer with atmospheric gradients, gold discount banner with slideInBanner animation, fullscreen mobile menu, cart line items, qty controls, totals row · Fixed zimzamlabs.com cart fallback bug — decoupled cart.js from URL pattern via [data-add-to-cart] selector, replaced fallback href with mailto: graceful degradation so customers can email manually if API/JS fails · Three commits pushed to aitheos/zim-zam triggering Cloudflare Pages auto-deploys to zim-zam.pages.dev (cutover, cart wiring, fallback fix)

Full project interview, requirements gathering, and tech stack selection (Flutter + Firebase + Twilio)\n- CLAUDE.md project context, system architecture doc (Firestore data model, auth, notifications, security rules), screen map (24 screens)\n- Ember & Ash brand guide + 13 Stitch UI mockup screens + 36 stock meat/seafood photos\n- Flutter project scaffold with dependencies (Firebase, Riverpod, GoRouter, Google Fonts)\n- Full Ember & Ash dark theme translated to Flutter ThemeData (26 colors, 15 text styles, component themes)\n- 8 Firestore data models (User, MenuItem, WeeklyMenu, Order, PickupLocation, Conversation, Message, Notification)\n- Customer: weekly menu browse, pound stepper (0.25 lb increments), cart with real state management, checkout screen, order history\n- Cook: menu management with toggles + publish, grocery list with shrinkage calc, alerts center with Orders Ready button, revenue dashboard with 10% fee tracker\n- Admin demo toggle (triple-tap to switch customer/cook views), navigation shells, CartNotifier state management\n- Dev environment: Flutter 3.41.6, Firebase CLI 15.13.0, FlutterFire CLI 1.3.2 installed and configured

Product discovery, competitive analysis, and system architecture for Strong Human Daily (fitness + food coaching app for Bret at Strong Human Fitness) · Full Flutter iOS + Android app: 11 client screens (phone auth, meal logging with Gemini AI photo analysis, workout logging with photo proof, weigh-in, calorie ring gauge home screen, streak counter, water tracker, meal history feed, profile) + 4 coach screens (dashboard, tinder-style review queue, client detail dashboard, voice onboarding) · 5 Cloud Functions deployed: processMealPhoto (Gemini vision), processVoiceOnboarding (speech extraction), createClientFromOnboarding, sendDailyDigest (8pm cron), sendMealReminders (10-min proactive pre-meal + follow-up nudge) · Firebase project fully configured: Firestore + Storage rules, org policy override, Gemini API key, OAuth client ID, phone auth · Dark Forge Athletic design system: Urbanist typography, warm gold #D4A574 accent, glass morphism cards, calorie ring CustomPainter with counter-up animation, staggered meal reveal (items slide up, macros count from 0, confidence elastic bounce), full-bleed coach swipe cards with gradient scrim · Cost tracking module logging every Gemini API call for Bret invoicing · 3 test accounts seeded via Admin SDK, comprehensive test flow documentation, architecture docs, Bret website review

Designed and built entire Masterlog system (CLI + SQLite + Next.js dashboard) · Built Next.js 16 dashboard with 6 pages, 12 components, dark theme, Recharts charts · Built role-based pricing system with 12 professional roles at St. Louis market rates · Client-facing pivot — removed all ROI/subscription/Claude references, reframed as sales tool · Built dynamic project detail pages with [slug] routing and specialist breakdowns · Built git backfill script and JSON import script for Claude Chat history · Built Team & Rates page with 5 categories and 12 specialist roles · Set up GitHub repo (aitheos/aitheos), Cloudflare Pages deployment, DNS for work.aitheos.com · Imported 150 real entries across 8 projects totaling $279K in value delivered · Resolved 9 HIGH code review issues across CLI and dashboard · Created /masterlog slash command for session-end capture workflow · Created 7 new project folders from template · Added display names, cleaned seed data, merged duplicate projects

Fixed 24-hour email delivery delay (FROM_EMAIL secret + new Resend API key for all environments)\n- Built complete 4-step registration form replacing Google Form (50% abandonment rate)\n- Age-based program filtering, camp week/day picker, multi-child tab cycling\n- Live availability badges (X spots left) from D1 database\n- 10% sibling discount system with visual treatment (strikethrough, gold badges, savings banner)\n- Returning family detection via email soft-match\n- Branded HTML notification email with Spark logo, per-child pricing, subtotals\n- D1 database: 7 tables, 7 migrations, 41 programs seeded (core + supplemental)\n- Programs API endpoint with enrollment counts\n- Admin portal backend: 13 API endpoints (CRUD, revenue, families, manual enrollment, CSV export)\n- Admin portal frontend built but needs visual redesign (backend solid)\n- Scraped Google Form fields via Playwright, analyzed both Google Sheets\n- Three docs: Enrollment Platform Plan, Registration Admin Guide, Admin Portal Handoff