Command
Last session · Meta learnings · Charts
Last Session — 2026-05-31
- BzAudit v1.0.2 — assessment picker, audit timeline accordion
- PROCESS.md formalised — Session Contract required before every build
- lights_out.md created — pick app, write contract, wait for approval, then build
- BzAudit and Vita now have full NOTES/start/wrap/docs
BzAudit~0.5 hrs PO~8x compression
Meta Learnings — May 31, 2026
2026-05-31
Session Contract is the missing forcing function — write app+features+test cases before any code; park mid-session ideas in Helm
2026-05-31
responses JSONB column stored as JSON string in Neon — always JSON.parse() server-side before iterating keys
2026-05-27
Cleaning up stale root-level dirs before build saves a full debug cycle — Next.js silently picks up root app/ over src/app/.
2026-05-27
JWT apps[] claim doubles as a licence check — no separate licence server needed. Standalone + bundle pricing is a natural fit for schema-namespaced Supabase tables.
Mar 24, 2026
API rate limits mid-session: subagent delegation protects main context but if a subagent hits the cap, work stops until the window resets — schedule long rebuilds at session start, not end.
Static JSON data layer (sessions.json) + sync script (wrap_update.py) removes all hand-editing of HTML — a wrap now becomes a CLI call, not a code change.
Tool exists ≠ tool is used. Build the tool AND update the protocol that invokes it or the efficiency gain never lands.
Mar 23, 2026
HTTP 200 on write ≠ data is readable. Always read-back after storage layer changes.
Vercel Blob free tier: cumulative ops limit — deleting blobs doesn't unsuspend. Migrate early.
Mar 22, 2026
Vercel stale content = stale alias, not CDN cache. Re-alias after every vercel --prod.
The gap between Claude Code and other AI tools is context. Memory + CLAUDE.md = instant grounding.
Mar 21, 2026
Token cost is not just what you type — hooks inject full trigger files before you send a word.
Session log in a dashboard should be git log-driven — never rely on memory alone.
Chat Transcripts
Raw Transcripts:
~/.claude/projects/-Users-sunnyhayes/Current Session:
3.5M · 1,380 entries
a606b565-3fdd-41f0-ad8e-43f2a163db51.jsonl3.5M · 1,380 entries
Context Exports:
On-demand summaries (proposed)
~/.claude/session-context/On-demand summaries (proposed)
Charts
My Time — Session Duration by Day
Compression — PO vs 3-Person Team
Tokens Burned — Budget Tracking
Project Time Investment
What Shipped Timeline
Projects
9 active · North star: tech-expert PO who ships fast
Token Audit — May 31, 2026 · Next due Jun 15, 2026
Auto-audit runs every 15 days at session start via
token_audit.py --check. Findings require approval before any trim.🔴 Critical (2)
context-dump.md — 363 lines (archive/split) · project_aria_session_2026-05-01.md — 116 lines (trim to summary)
🟡 Warn (5)
INTERACTION_LOG.md 257L · BLOAT-REDUCTION-TACTICS.md 223L · TOKEN-REDUCTION-SESSION-SUMMARY.md 218L · SUNNY-HAYES-README.md 141L · session_wrap.md 109L · 1× PENDING marker in project_aria_kyc_phase1.md
🟢 Clean (4)
MEMORY.md index · feedback files · duplicate rules · orphaned memory files
Action
Archive context-dump.md · trim project_aria_session_2026-05-01.md at next session
Race Control — say the word
lights out
Start a session
fury road
Crunch — max speed
cold start
Revival after 3+ weeks
first principles
Strip all assumptions
the offer
Major architecture call
park that
Capture, don't derail
red flag
Security/cost/breaking
wrap / packup
Close the session
abort / stand down
Cancel cleanly
retro
Quarterly health check
growth
Learning debrief
/compact
Compress context
What Shipped — Full Log · Updated May 31, 2026
2026-05-31
BzAudit
Assessment picker per vendor on Reports page
BzAudit
Audit timeline as accordion (closed by default)
BzAudit
Reports page server-rendered
BzAudit
PROCESS.md + lights_out.md — Session Contract gate
BzAudit
BzAudit + Vita full documentation folders created
2026-05-31
BzAudit
BzAudit v1.0.0 shipped
BzAudit
Vendor add/edit/deactivate with reason + who
BzAudit
Self-Assess + Re-Assess (Option B pre-fill)
BzAudit
Draft save/restore on re-open
BzAudit
Audit timeline: versioned, date/time, type, score
BzAudit
Reports: vendor selector, collapsible Q&A, Save as PDF
BzAudit
Auth 401 fixed (createClientComponentClient)
BzAudit
Single version source lib/version.ts + bump script
BzAudit
BuildTrack: Labour Quick Add → budget_items
2026-05-27
BzHub
BzCRM v1.0.0 live — bzcrm.vercel.app (Contacts, Leads, Pipeline, Kanban, Funnel)
BzHub
BzHR v1.0.0 live — bzhr-sigma.vercel.app (Employees, Leave, Payroll, Goals, Appraisals, Skills)
BzHub
Auth gate on both apps — redirects to BzHub login, upgrade page for missing scope
BzHub
ARCHITECTURE_DECISIONS.md updated with build decisions + shipped status
BzHub
Helm updated — BzCRM done, SSO wiring parked as next high priority
2026-05-27
BzHub
Bz* Suite Architecture locked (auth, DB, billing, build order)
BzHub
Zoho/Odoo licensing model designed (JWT app-scoped, org_plans table)
BzHub
BzCRM extraction plan written — next session ready
BzHub
SUITE_ARCHITECTURE.md created in BzHub repo
BzHub
Helm DB updated: suite architecture done, BzCRM parked as next high-priority
2026-05-20
BuildTrack
Quick Expense inline edit modal
BuildTrack
Suspense + loading skeletons on all pages
BuildTrack
More → Project Info fast load fix
BuildTrack
B2 app key rotated — upload fixed
2026-05-17
BuildTrack
Multi-user auth + RLS
BuildTrack
Backblaze B2 storage
BuildTrack
Setup wizard (4 steps)
BuildTrack
Display preferences
BuildTrack
Help modal + sign-out
2026-05-12
BuildTrack
Unified financial summary on main dashboard
BuildTrack
Net Cash Balance glowing banner card
BuildTrack
Lazy export fetch (perf fix)
BuildTrack
App version + Hyderabad footer
BuildTrack
Active reminders widget + notification badge
2026-05-11
BuildTrack
Vasudha v0.1.0–v0.4.0 — full app scaffold (Next.js 16 + Supabase)
BuildTrack
Tracker + Finances + More nav hubs
BuildTrack
QuickAdd FAB: Log Work, Expense, Funds, Reminder
BuildTrack
Plans upload, Workers directory, Schedule variance dashboard
BuildTrack
Reminders table + widget; CVE-2025-66478 patch
2026-05-03
Helm
Helm v0.2.0 — per-product pages, backlog kanban, session log
2026-05-01
ARIA
Trade workflow pipeline endpoint
ARIA
Cookie-based auth hardening (I1+I2)
ARIA
Household family aggregation feature
ARIA
FEAT-003: sessions.json fetched at runtime
2026-04-19
Helm
Helm v0.2.0 — personal project OS
Helm
Ship Log kanban (30 apps)
Helm
Per-product parking + session log
Helm
Wrap/Lights Out Helm sync
Helm
Mobile bottom nav
Apr 19, 2026
ARIA
KYC Phase 1 testing — 11/11 automated tests pass
ARIA
3 bugs fixed: Client360 KYC fields, pdf.rotate() API, em-dash Helvetica
ARIA
Test report written (docs/KYC_PHASE1_TEST_REPORT.md)
ARIA
DB test data cleaned up
Apr 18, 2026
ARIA Advisor
Security: Fixed 19 IDOR endpoints across 6 routers
ARIA Advisor
Security: Prompt injection sanitization in both copilot context builders
ARIA Advisor
Cross-project security audit — risk matrix + NOW/IMMEDIATE/LATER fix plan for all 8 products
Apr 8, 2026
ARIA Advisor
FEAT-2006: yfinance → jugaad-data NSE EOD prices
ARIA Advisor
FEAT-2007: avg_purchase_price, execution_price, unrealised P&L
Apr 7, 2026
Meta
mempalace 3.0.0 installed + MCP connected + 22k memories indexed
Meta
whitepaper updated: 10 products, mempalace section, full roadmap
Apr 4, 2026
ARIA
Instrument dropdown (30 instruments) — advisor + personal trade modals
ARIA
Live price refresh: AMFI MFs + CoinGecko crypto + yfinance stocks
ARIA
Default holdings seed: 22 instruments + 5 BTC + 5 ETH + ₹5L cash
ARIA
Min qty validation: crypto 0.0001, stocks 1 unit (frontend + backend)
ARIA
FEAT-2001 Opportunity Pipeline kanban
ARIA
FEAT-2002 Task Queue with overdue/due-soon alerts
ARIA
Advisor Workspace 6-tile KPI bar + billing nav
Apr 4, 2026
ARIA Advisor
ClientList KPI bar + segment filter + delink + workflow strip
ARIA Advisor
Client360 6-metric bar + Client Basics grid + Workflow Monitor + Activity Timeline + Notification bell
ARIA Advisor
HelpPage updated (v1.5 features)
ARIA Advisor
Deployed v1.5.0 to aria-advisor.vercel.app
Apr 2, 2026
BzHub
Fixed Copilot payroll bugs (duplicate code, wrong table, PDF type, missing routes)
BzHub
Added Create Payroll modal (Safari-safe date selects, LOP auto-load)
BzHub
Leave quota system: 10S+10P per employee, LOP ₹100/day, no clubbing
BzHub
Year-end payout: personal carry-forward (cap 20), sick expire, seed next year
BzHub
migrations/002 applied to prod Supabase; 23 employees seeded
Mar 31, 2026
x-bookmarks-aggregator
v0.1.0: Flask wrapper for X bookmarks CSV→HTML
x-bookmarks-aggregator
Drag-drop upload UI
x-bookmarks-aggregator
Back-to-top button on generated HTML
x-bookmarks-aggregator
run.sh/run.bat launchers
Mar 29, 2026
ARIA
Trade Notifications Phase 1A fixed
ARIA
HELP.md guardrail enforced
ARIA
Wrap protocol optimized 50%
Mar 28, 2026
Meta
Command-centre graphs bug fix (syntax error in sessions array)
Meta
Validation gates: pre-commit hook + wrap_update.py prevent manual HTML edits
Meta
Claude-Mem plugin installed + configured (session recovery + cross-project search)
Meta
Research: UI UX Pro Max Skill (Helm pilot plan ready) + Superpowers + Claude-Mem (parked)
Mar 28, 2026
ARIA
Trade Notifications fixed
ARIA
HELP.md guardrail enforced
ARIA
Wrap protocol optimized
Mar 28, 2026
ARIA
Joshua linked to personal_user_id (manual DB update)|Notifications now fetched in ARIA Personal Dashboard|Trades display fixed (was blocked by missing personal_user_id)
Mar 28, 2026
ARIA
TradesPanel UX warning — draft trades hidden from client until submitted|Trade workflow clarified: draft → submit → pending → approve|Joshua trade submitted (ASASDA mutual fund)
Mar 28, 2026
ARIA, Claude Memory, User Memory
SESSION_LOG.md automation system (session-log-gen.py script + wrap protocol updates + two-layer fallback)|CLAUDE.md hierarchy consolidation (root + directory overrides, auto-loading by context)|Deployment aliases fixed (re-aliased to latest)|Test data cleanup (96 [TEST] clients deleted from DB)
Mar 27, 2026
ARIA Advisor
Trade Management Module fully designed and documented (FEAT-1001-1008)
ARIA Advisor
Comprehensive spec (11k+ lines) with data model, API endpoints, execution flows
ARIA Advisor
3 critical architectural decisions locked via design
ARIA Advisor
Memory file + PRD updates + NOTES locked design section
Mar 27, 2026
Helm
Helm v0.1.0 live at usehelm.vercel.app
Helm
Signal engine: blocker, debt, workstream, risk
Helm
Dashboard: stakeholder/project grouping, actions, notifications, help
Mar 27, 2026
Meta
Paperclip migration: 43 issues seeded, COMPANY.md 16 sections
Meta
Paperclip embed reverted — link-in-new-tab decision locked
Meta
Clean restore deployed to claude-command-centre.vercel.app
Mar 24, 2026
Meta
wrap_update.py extended with full wrap command
Meta
session_wrap.md updated to use CLI
Mar 24, 2026
Meta — CC v3.0.0
Full Command Centre redesign: 6-tab layout (Command, Projects, Parking, Standards, Profile, Reference) · all 27-session data migrated · Parking Lot tab with 45 items across 7 projects · mobile.html restructured (Parking Lot, charts, Insights removed) · sessions.json data layer · wrap_update.py automation CLI · deployed to claude-command-centre.vercel.app
Mar 23, 2026
felt v0.3.0
Upstash Redis complete · dbGet string fallback fix (JSON.parse on plain string was returning null) · mobile share UX — Copy Link, WhatsApp deep link, native Web Share API with runtime detection · full E2E creator→joiner browser test verified via gstack/browse · ship to feltit.vercel.app
Mar 22, 2026
Meta — CC
Copy Context button on Command Centre header · context-dump system via window.__CONTEXT_DUMP__ · session log reversed to latest-first · version badge corrected to timestamp format
felt v0.2.0
Full Upstash Redis migration replacing Vercel Blob · catchphrase-based bond system · dark/light theme toggle · HTML5 canvas physics (bouncing emojis) · mobile responsive layout · invite flow with QR + short link · SSO protection disabled on Vercel
Mar 21, 2026
Swara v0.1.0
CRUD UI with deity category filtering · Neon serverless PostgreSQL backend · DML-only restricted Postgres roles for public-facing credentials · GitHub Pages deploy · browser-native DB access (no backend)
ARIA — RCA
4 SQLAlchemy bugs fixed: .is_(True) for Python 3.14 booleans, no string order_by, always map migrated columns in ORM, hardcode CORS origins · CORS error on 500s root cause identified · advisor profile page · portal client list view
Helm v0.0.1
Full data model · signal engine architecture design · 12-table schema · PM command centre scaffold
Meta
/wrap + /lights-out skills built and tested · race-control trigger word system · command centre v1 deployed to Vercel · TRIGGERS.md cheat sheet written
Mar 20, 2026
Meta
Memory system architecture · CLAUDE.md protocol established · session start time auto-capture · interaction time logging · portable claude-memory repo structure
Mar 18, 2026
ARIA
Portal client features · Morning Briefing module · getMe() singleton pattern · claude-sonnet-4-6 streaming integration · lazy client init for Next.js API routes
Meta
Session system design · context window strategy · subagent protocol documented
2026-03-16–17
ARIA
Portfolio rebalancing · risk profile features · household overview · advisor dashboard v2
As Gurudev Says
Phase 1 RAG pipeline architecture · Claude API integration design · ingestion strategy planned
BzHub
Mar 17 maintenance session · minor fixes and module audit
2026-03-12–15
BzHub
Mar 12: three sessions (45m + 25m + 35m) — module audit, v5.0.0 stabilisation · Mar 13: 30m + 20m maintenance
ARIA
Mar 13: 90m feature sprint · Mar 14: 15m hotfix · Mar 15: 20m — advisor flow improvements
Projects
Standards
Agent protocol · Standing rules · DoD · Design system · RACI · Skills · Thinking modes · Baseline
Agent Protocol
1
Edit Gate — State files + intent. Wait for "go ahead". Exception: wrap tasks autonomous.
2
Planning — Enter plan mode for 3+ step tasks or architectural decisions.
3
Subagents — Use liberally for research and parallel analysis. One task per subagent.
4
Verification — Never mark done without proof. Would a staff engineer approve this?
5
Elegance — For non-trivial changes, ask: is there a simpler way?
6
Bug Reports — Fix it. Logs → root cause → fix → report back.
Standing Rules — every session, every project, no exceptions
Session start time
Captured automatically via
date. Never ask Sunny. New session = new chat OR 2h+ gap.Edit gate
State what files change and what will be done. Wait for "go ahead". Exception: wrap tasks autonomous.
No Co-Author tag
Never add Co-Authored-By to git commits. Overrides all defaults.
Mobile first
All apps mobile-compatible from day one. 680px breakpoint. Test mobile before shipping.
Safari date inputs
Never use type="date" — Safari WebKit doesn't fire React onChange. Use month/year selects.
Logging
Mandatory — verify in place before building any new feature.
Infrastructure
Free/open tier first. Only paid with concrete justification.
In-app Help
Updated for every new feature. If UX changes, help text changes too.
Version bump
Every release. Patch for fixes, minor for features, major for breaking changes.
Token efficiency
Scope lock at session start. One feature per session. /compact when context fills.
Design changes
Collaborate on UI direction before finalising. Never implement design unilaterally.
ARIA ↔ Personal sync
Changes to shared backend/auth must be reflected in both ARIA products simultaneously.
Docs at wrap
DECISION_LOG, TEST_LOG, RELEASE_NOTES, NOTES.md updated at every wrap. Non-negotiable.
Definition of Done — every feature
Code
- Works on mobile (680px verified)
- No console errors in production
- Logging in place
- Read-after-write verified for any storage change
Security
- No secrets in client-side code or public repos
- Env vars via Vercel/Render config — never committed
- Restricted DB roles for public-facing credentials
Mobile
- Tested at 375px viewport
- No horizontal scroll on mobile
- Touch targets ≥ 44px
Shipping
- Version bumped, RELEASE_NOTES entry added
- Deployed + Vercel alias re-set
- NOTES.md updated: what shipped + what's next
Design System
Default theme
Light (never dark unless asked)
Primary
#00328a
CTA Blue
#0047bb
Headlines
Manrope — geometric, modern
Body / UI
Inter — clean, readable at small sizes
CLAUDE.md global
~/.claude/CLAUDE.mdCLAUDE.md project
.claude/CLAUDE.mdRACI — Who Does What
| Activity | Sunny | Claude |
|---|---|---|
| Feature picking | Decides | Flags risk |
| Scope lock | Owns "why" | Asks questions |
| Architecture | Approves | Designs |
| Code | Reviews | Writes + tests |
| Bugs | Reports symptoms | Diagnoses + fixes |
| Deployment | Monitors | Executes |
| Memory + docs | Approves wrap | Writes all |
Skills — slash commands every session
/lights-out
Session start — pit wall checks, briefing, scope lock
/wrap
Session close — DoD, docs, memory, deploy
/browse
Persistent headless Chromium — navigate, fill, screenshot
/qa
Systematic QA — all flows, edge cases, visual review
/qa-only
Report-only QA — findings, no fixes
/ship
Ship workflow — merge base, release notes, tag, push
/review
Pre-landing PR review — diff vs. base branch
/retro
Weekly engineering retrospective
/plan-ceo-review
CEO mode — rethink the problem first
/plan-eng-review
Eng manager mode — lock in implementation
/plan-design-review
Designer's eye review of a live site
/qa-design-review
Visual QA — spacing, colour, type
/design-consultation
Design consultation — product + visual direction
/document-release
Post-ship doc update — all project files
/setup-browser-cookies
Import cookies for authenticated QA
Thinking Modes — First Principles
"feynman"
Feynman Method
Explain it like I'm 12. If you can't simplify it, you don't understand it. Strip jargon first.
"learning"
Learning Mode
Don't just build it — explain why. Connect to what I already know. Flag what I should understand first.
"first principles"
First Principles
Strip all assumptions. Start from fundamentals. What is actually true vs. assumed?
"business"
Business Lens
Frame every technical decision as a product/business trade-off. Cost of getting it wrong?
"musk test"
Musk Test
Is this actually necessary? Delete it. Can't delete? Simplify. Then automate — in that order only.
"full stack"
Full Stack Review
Consider frontend, backend, DB, security, mobile, performance, cost. Don't optimise one layer in isolation.
How a Session Actually Runs
Phase 1 — Start
1
Trigger word → session start protocol fires
2
Read NOTES.md → briefing: last shipped, next up, open flags
3
Scope in one sentence → Sunny writes the "why". Claude does not define the problem.
4
Lock constraints → time, scope, budget. Vague goals = wasted tokens.
Phase 2 — Build Loop
5
Diagnose before coding → read the error, understand the cause
6
Edit gate → state files + intent, wait for approval
7
Subagents for research → keep main context clean
8
Redirect loop → if blocked after 2 attempts, stop and re-plan
9
Park ideas → "park that" captures without derailing
Phase 3 — Wrap
10
DoD checklist → code, security, mobile, shipping
11
Docs → DECISION_LOG, TEST_LOG, RELEASE_NOTES updated
12
Commit + push → version bumped, no Co-Author tag
13
Memory + dashboard → NOTES.md, project_*.md, Command Centre deployed
Real Numbers — Benchmark vs 3-Person Startup
Observed range
4x (meta/docs work) to 20x (ARIA bug sprint, Swara full build) compression vs. 3-person team equivalent
Typical feature
~8–12x compression · felt v0.1–0.3 shipped in 4h PO time · 3-person team estimate: 2–3 days (48–72h)
Session efficiency
Best sessions: scoped, single feature, constraint stated upfront · Worst: open-ended + context switches
Target
Consistent ≥10x on every shipped feature by Apr 5, 2026
Baseline
3-Person Startup Baseline
Team
1 PM + 1 senior engineer + 1 designer = 3 people × 8h = 24 person-hours/day
Sprint output
1–2 features/week when aligned. 0.5 features/week when blocked by reviews or context-switching.
Ramp cost
New engineer: 2–4 weeks to productive output. PR review cycles: 1–3 days per feature.
Communication tax
~30% of team time goes to standups, Slack, reviews, alignment — not code.
Sunny + Claude Baseline
Team
1 PO + Claude Code = 1 person × focused sessions
Sprint output
1 full feature per 1–2h session when scoped. Multiple shipped per day possible.
Ramp cost
Session start: ~2 min via lights_out.md trigger. No onboarding. Memory persists.
Communication tax
~5% — edit gate + scope lock. Everything else is execution.
Compression Target
Observed range
4x (meta/docs work) to 20x (ARIA bug sprint, Swara full build)
Typical feature
~8–12x compression vs. 3-person team estimate
Where it breaks
Auth, multi-tenancy, complex migrations — still require deep PO involvement
Target by Apr 5
Consistent ≥10x on every shipped feature. Auth shipped on one product.
Real Numbers — Mar 12–24
Sessions logged
85 sessions across 47 days
Total PO time
~50.4 hours (est)
Tokens tracked
~752k (4 sessions with token data)
Projects touched
8 — BzHub, ARIA Advisor, ARIA Personal, As Gurudev Says, Swara, Helm, Felt, CC + Meta
Features shipped
felt v0.1→0.3, Swara v0.1, Helm scaffold, ARIA advisor profile + portal, CC v3.0.0
Profile
How Claude sees Sunny Hayes — evidence-based, no sugarcoating
Claude's Assessment — In Plain English
Biggest output cycle yet by surface area. Auth shipped on BuildTrack (multi-user + RLS), BzAudit (Supabase auth fixed), BzCRM, and BzHR — FEAT-036 is no longer a portfolio-wide gap. BzAudit v1.0.0 went from zero to production in one cycle: vendor management, self-assess, re-assess, draft save, audit timeline, PDF reports. BzHub suite architecture locked — auth, DB, billing model, build order all decided before a line was written. BuildTrack hit v2.3: Quick Expense, B2 upload fixed, Suspense loading on all pages, Safari CORS root-caused. Vita scaffolded and deployed. zeromonk personal brand live. Two white papers published (My Agentic Engineering Journey + Agentic Stack Playbook).
Persistent patterns closing: auth no longer deferred — 4 products now have real auth. Suspense/loading.tsx now a standing rule — applied across all pages. Diagnostician mindset adopted — observe→locate→hypothesize→verify→fix replaced trial-and-error on infra.
Still watching: context switching cost — 10+ projects active simultaneously dilutes depth; session contract discipline — PROCESS.md written but not yet battle-tested; passive receiving still appears in UI decisions (accepts Claude output without challenging tradeoffs).
Heading into next cycle: SSO wiring across Bz* suite is the next major unlock. BuildTrack demo mode + expense rebuild are approved but unbuilt. Vita needs real usage before new modules.
Persistent patterns closing: auth no longer deferred — 4 products now have real auth. Suspense/loading.tsx now a standing rule — applied across all pages. Diagnostician mindset adopted — observe→locate→hypothesize→verify→fix replaced trial-and-error on infra.
Still watching: context switching cost — 10+ projects active simultaneously dilutes depth; session contract discipline — PROCESS.md written but not yet battle-tested; passive receiving still appears in UI decisions (accepts Claude output without challenging tradeoffs).
Heading into next cycle: SSO wiring across Bz* suite is the next major unlock. BuildTrack demo mode + expense rebuild are approved but unbuilt. Vita needs real usage before new modules.
Trait Profile
Strength
Bias to Ship
Strength
Systems Builder
Strength
Auth Closed
Strength
Architecture First
Watch
Context Switcher
Watch
Passive Receiving
Gap
Session Contract
Gap
Mobile-First Reflex
Gap
Prompt Batching
Observed Strengths
🔐 Auth shipped on 4 products
BuildTrack (multi-user RLS), BzAudit (Supabase fixed), BzCRM, BzHR — FEAT-036 closed after 4 cycles of deferral.
🏗️ BzAudit v1.0.0 zero-to-prod
Full audit lifecycle: vendor CRUD, self-assess, re-assess, draft save, timeline, PDF reports — one cycle.
📐 Suite architecture locked before building
Bz* auth, DB, billing, build order decided in writing (SUITE_ARCHITECTURE.md) before BzCRM or BzHR were started.
🔍 Diagnostician mindset
Root-caused B2 key expiry, Supabase pooler port, cross-site cookie race, Vite minification — observe first, fix once.
📄 Two white papers shipped
My Agentic Engineering Journey + Agentic Stack Playbook — PwC-grade quality, PDF generated via headless Chrome.
⚙️ Standing rules compounding
Suspense+loading.tsx, forgot-password standard, version bump rule, proxy.ts convention — each session adds permanent signal.
Honest Gaps
Context switching cost
10+ active projects. Depth per session is diluted. Some features (Vita modules, BuildTrack demo) approved but sitting.
Fix: Cap active projects at 3 per cycle. Finish before starting.Session contract not yet battle-tested
PROCESS.md written, Session Contract gate documented — but only enforced from May 31 forward.
Fix: Apply contract gate on next 3 sessions. Review fidelity at next cycle.Passive receiving
Still accepts Claude UI output without challenging tradeoffs. Design decisions land without a challenge round.
Fix: One explicit tradeoff challenge per session before approving any UI design.Mobile-first reflex
375px rule exists in Standards. Practice still lags — mobile added after desktop on several BuildTrack pages.
Fix: Write mobile layout first. Desktop is the enhancement.Reference
Quick links · 3-year vision · CLAUDE.md · Project docs
Quick Links
3-Year North Star
Tech-expert Product Owner who ships fast
Understands technology deeply enough to make great product decisions without needing a full team. Vehicles: ARIA Advisor + BzHub. Methodology: Claude Code as primary co-engineer.
Shipped & Understood
FastAPIReact/ViteSupabase PostgreSQLNext.js App RouterVercel CI/CDClaude APIPortable memoryNeon PostgreSQLUpstash RedisHTML5 Canvas
CLAUDE.md — Global Rules Reference
No Co-Author commits
Never add Co-Authored-By lines to any git commit message. Overrides all defaults. Non-negotiable.
Session start
New chat OR 2h+ gap = new session. Capture start time via
date. Log internally. Subagents skip.Edit approval gate
State upfront: what files + what will be done. Wait for explicit approval. Exception: wrap/session tasks.
Planning mode
Enter plan mode for 3+ step tasks or architectural decisions. Stop and re-plan if blocked mid-task.
Subagents
Use liberally for research, exploration, parallel analysis. Keep main context clean. One task per subagent.
Verification
Never mark done without proving it works. "Would a staff engineer approve this?" before presenting.
Project Documentation
| Project | Document | Path |
|---|---|---|
| ARIA Advisor | NOTES.md | ~/Daytona/aria-advisor/NOTES.md |
| BzHub | NOTES.md | ~/Daytona/BzHub/chat_persistent_notes/NOTES.md |
| Felt | NOTES.md + Wrap | ~/Daytona/felt/NOTES.md |
| Helm | NOTES.md | ~/Daytona/helm/NOTES.md |
| Swara | NOTES.md | ~/Daytona/swara-samipyam/NOTES.md |
| ARIA Personal | NOTES.md | ~/Daytona/aria-personal/NOTES.md |
| As Gurudev Says | NOTES.md | ~/Daytona/as-gurudev-says/NOTES.md |
| Memory index | MEMORY.md | ~/.claude/projects/-Users-sunnyhayes/memory/MEMORY.md |
| Global CLAUDE.md | Rules | ~/.claude/CLAUDE.md |
| Triggers | TRIGGERS.md | ~/claude-memory/triggers/TRIGGERS.md |
| Command Centre | wrap_update.py | ~/Daytona/command-centre/wrap_update.py |
| Command Centre | sessions.json | ~/Daytona/command-centre/sessions.json |
| Memory | token_audit.py | ~/claude-memory/token_audit.py |
| Memory | trim_interaction_log.py | ~/claude-memory/trim_interaction_log.py |