title: Swarm execution strategy optimization

insight: Multi-iteration swarm execution with configuration tuning achieved 93.1% completion (95/102 stories) at $0.67 total cost, far below the $50 budget

reasoning_chain: Initial run: 42/102 stories (MiniMax perfect 39/39, Kimi struggling 3/63)

reasoning_chain: First retry with skip-completed logic: 62/102, Kimi improved to 23/63 (36.5%)

reasoning_chain: Second retry with 300s timeout (vs 120s), batch size 5 (vs 10), 10s inter-batch delay: 95/102, Kimi at 56/63 (88.9%)

reasoning_chain: Key insight: configuration changes (timeout, batch size, delays) improved Kimi success rate by 52.4 percentage points

source_context: Swarm cumulative: 62/102 stories done at $0.43 total. MiniMax perfect (39/39), Kimi struggling with timeouts (23/63). Dispatching final retry with longer timeouts.


title: Sunaiva shipping blockers → fix → deploy package

insight: Systematic identification and resolution of 5 critical blockers transformed Sunaiva from blocked to ship-ready in one focused agent session

reasoning_chain: Agent assessed Sunaiva and identified 5 critical blockers: hardcoded JWT secret, hardcoded DB credentials, disabled Stripe webhook verification, temp file storage (/tmp/), in-memory rate limiter

reasoning_chain: Each blocker mapped to specific file and fix: auth.py (remove JWT fallback), database.py (require env vars + vault_files table), billing.py (re-enable verification), main.py (PostgreSQL storage + Redis rate limiter)

reasoning_chain: All 5 blockers fixed with fail-closed security (app won't start without secure config)

reasoning_chain: Second agent created complete deployment package using existing Elestio infrastructure at zero new cost

source_context: Sunaiva hardening: ALL 5 BLOCKERS FIXED. 7/7 validation tests passing. Ship-ready pending env var configuration + deploy.


title: Zero-cost deployment using existing Elestio infrastructure

insight: Sunaiva deployment leverages existing Genesis Elestio PostgreSQL + Redis instances with isolated 'sunaiva' schema, avoiding new infrastructure costs

reasoning_chain: Genesis already has Elestio PostgreSQL (postgresql-genesis-u50607.vm.elestio.app:25432) and Redis (redis-genesis-u50607.vm.elestio.app:26379) running

reasoning_chain: Sunaiva uses existing instances with new isolated schema 'sunaiva' for customer data separation

reasoning_chain: Backend deploys via Docker container to existing VPS (152.53.201.152)

reasoning_chain: Landing page deploys to Netlify free tier

reasoning_chain: Total infrastructure cost: $0/month (only Stripe transaction fees)

source_context: Uses existing Genesis Elestio services (zero new costs): PostgreSQL, Redis, VPS. Total cost: $0/month infrastructure.


title: Auto-respawn system enables autonomous multi-session operations

insight: The auto-respawn system (session 10 carry-forward) creates continuous operational capability - context monitoring → threshold detection → CTM flush → handoff injection → autonomous resumption

reasoning_chain: Auto-respawn audit verified all 5 components operational: SessionStart hooks, session_recovery_start.py, auto_respawn.py (6-layer defense), genesis-commander.sh, respawn_command_centre.sh

reasoning_chain: System monitors context continuously (StatusLine), triggers at 50%/65%/70% thresholds

reasoning_chain: At 70%, writes respawn flag which triggers graceful session restart with full context recovery

reasoning_chain: Session 11 ran entirely autonomously with 8 agents dispatched, zero Kinan involvement needed

reasoning_chain: This creates ship-ready capability for autonomous multi-session operations

source_context: Auto-respawn system from session 10 is FULLY INSTALLED, PROPERLY CONFIGURED, AND FULLY OPERATIONAL. The system is ship-ready for autonomous multi-session operations.


type: DIRECTIVE

title: Fail-closed security mandate enforced

insight: All Sunaiva security fixes implement fail-closed pattern - application refuses to start rather than fall back to insecure defaults

reasoning_chain: Original blockers included hardcoded JWT secret fallback and hardcoded DB credentials

reasoning_chain: Fix required: app fails to start if SUNAIVA_JWT_SECRET, DB credentials, or STRIPE_WEBHOOK_SECRET not set in environment

reasoning_chain: Validation tests confirm: app fails without required env vars (no silent fallback)

reasoning_chain: Follows Genesis GLOBAL_GENESIS_RULES.md: No hardcoded secrets, fail-closed security

source_context: All code changes follow Genesis GLOBAL_GENESIS_RULES.md: No hardcoded secrets, Fail-closed security (app won't start without secure config)


title: Kimi K2.5 timeout limitations on complex stories

insight: 7 Kimi stories remain incomplete (6.9% of swarm) due to 300s timeout limit - these are too complex for the model to complete within time threshold

reasoning_chain: After three optimization iterations, 95/102 stories complete (93.1%)

reasoning_chain: 7 remaining failures all hit 300-second timeout: S-K14, S-K15, R-K03, R-K04, R-K05, R-K10, V-K02

reasoning_chain: These stories are likely too complex for Kimi K2.5 to generate within 5 minutes

reasoning_chain: Recommendation: manual implementation, break into smaller sub-stories, or use faster model (Sonnet/Opus)

reasoning_chain: Diminishing returns - chasing last 7% would cost more in time than value gained

source_context: 7 remaining are too complex for 5-min timeout — diminishing returns, not worth chasing


title: Sunaiva Memory Vault pricing tiers and ship path

insight: Sunaiva positioned for revenue with 4-tier pricing ($49/$79/$149/$247), deploy-ready backend, landing page needs 7 fixes before Netlify launch

reasoning_chain: Backend complete: auth, billing (Stripe), upload, vault, MCP generation all working

reasoning_chain: 5 blockers fixed → ship-ready pending env var configuration

reasoning_chain: Deployment package complete: one command `./deploy_sunaiva.sh all`

reasoning_chain: Landing page needs: replace waitlist with 4-tier pricing, fix copy (weekly refresh, dedicated instance), add Cursor/Windsurf disclaimer

reasoning_chain: Revenue path: Kinan fills 3 env vars → deploys → tests as User Zero with his Gemini export

source_context: Sunaiva deploy package: COMPLETE. Everything ready for Kinan to ship. Backend ready, landing page needs 7 pricing/copy fixes.


title: Session 11 autonomous operation scorecard

insight: Session 11 achieved full autonomous operation - 8 agents dispatched, 95/102 PRD stories generated at $0.67 (vs $50 budget), Sunaiva hardened and deploy-ready, zero Kinan involvement needed

reasoning_chain: Auto-respawn verified operational (session 10 carry-forward)

reasoning_chain: Swarm wired to 102 atomic PRD stories (4 PRDs: Sunaiva, ReceptionistAI, Talking Widget, Voice+Memory)

reasoning_chain: Swarm executed in 3 iterations: 42 → 62 → 95 stories complete

reasoning_chain: Sunaiva 5 blockers fixed by one agent, deployment package created by second agent

reasoning_chain: War room status being updated for session continuity

reasoning_chain: All autonomous - demonstrates system capability for self-directed task completion

source_context: Session 11 summary — all autonomous, zero Kinan involvement needed: 8 agents dispatched total, 95/102 PRD stories generated at $0.67 (was budgeted $50), Sunaiva security-hardened and deploy-ready, Auto-respawn verified operational