> blackbox agent run --task db-migration
[INIT] Connecting to schema registry…
[DIFF] 3 tables modified, 1 added
[GEN] Migration 0047_add_teams.sql
[VALIDATE] Foreign keys OK
[VALIDATE] Indexes OK
> blackbox agent run --task migrate
[SCAN] Uncovered functions: 23
[GEN] tests/auth.test.ts (8 cases)
[GEN] tests/billing.test.ts (6 cases)
[GEN] tests/api.test.ts (9 cases)
[RUN] 23/23 passing
> blackbox agent run --task generate-tests
[SCAN] Uncovered functions: 23
[GEN] tests/auth.test.ts (8 cases)
[GEN] tests/billing.test.ts (6 cases)
[GEN] tests/api.test.ts (9 cases)
[RUN] 23/23 passing
> blackbox agent run --task deploy-staging
[BUILD] next build …………………… OK
[LINT] 0 errors, 0 warnings
[TYPE] tsc --noEmit …………………… OK
[PUSH] Deploying to staging…
[DNS] https://staging.blackbox.dev
> blackbox agent run --task code-review
[LOAD] PR #247 — 14 files changed
[SCAN] Security patterns ……… OK
[SCAN] Performance anti-patterns … 1 found
[WARN] Avoid N+1 in /api/teams.ts:34
[SCAN] Type coverage ………………… 100%
> blackbox agent run --task update-docs
[SCAN] 7 undocumented exports found
[GEN] docs/api-reference.md updated
[GEN] docs/auth-guide.md created
[GEN] README.md — added quickstart
[LINK] Cross-references validated
[18:01:04] Agent-01 started
[18:01:04] Agent-02 started
[18:01:05] Agent-03 started
[18:01:05] Agent-04 started
[18:01:12] Agent-01 completed (8.1s)
[18:01:14] Agent-03 completed (9.3s)
> blackbox queue status
[QUEUE] Active tasks: 4 / 8 slots
[WAIT] 0 pending
[HIST] 247 tasks today
[HIST] Avg duration: 11.3s
[HIST] Success rate: 99.2%
> blackbox agent run --task rollback-prod
[ERR] deploy-v2.42.0 health check failed
[FETCH] Last stable: deploy-v2.41.0
[DIFF] 3 commits to revert
[REVERT] Applied reverse patches
[BUILD] Rebuild …………………………… OK
> blackbox net status --verbose
[EDGE] us-east-1 …………………… 12ms
[EDGE] eu-west-1 …………………… 34ms
[EDGE] ap-southeast-1 ……………… 89ms
[CDN] Cache hit rate: 97.3%
[WS] Active connections: 1,247
> blackbox agent run --task validate-schema
[LOAD] OpenAPI spec v3.1
[CHECK] Endpoints: 34 documented
[CHECK] Types match runtime: 34/34
[CHECK] Nullable fields verified
[OK] Schema validation passed
> blackbox heartbeat --interval 1s
[PING] api.blackbox.dev ………… 8ms
[PING] auth.blackbox.dev ……… 11ms
[PING] cdn.blackbox.dev ………… 4ms
[PING] ws.blackbox.dev ………… 6ms
[OVERALL] All systems nominal
> order flow check --restaurant=spice
[SCAN] Connection established
[AUTH] Token valid — expires 23h
[QUEUE] 3 pending orders
[SYNC] Menu hash: a3f8b2c1
[OK] Pipeline operational
> payment status --today
[OK] Zero commission routing active
[SYNC] Balance: ₹24,500
[LOG] 12 transactions today
[AVG] Order value: ₹340
[SAVED] ₹8,200 this month
> menu sync --restaurant=spice
[GEN] Menu sync complete
[DIFF] 2 items updated
[OK] Cache refreshed
[ITEMS] 47 dishes, 12 combos
[AVAIL] 3 items out of stock
> notification status
[PUSH] Order alerts sent: 47
[DELIVERED] 47/47 (100%)
[OK] No failures
[CHANNEL] WhatsApp + SMS
[AVG] Delivery time: 2.3s
[OK] 12 orders today — direct
[DATA] Avg order: ₹340
[LOG] Last order: 14:32
[RATING] 4.8 ★ (23 reviews)
[SAVED] ₹2,100 commission saved
[STATUS] Open — closes 22:00
[WARN] Menu update pending
[QUEUE] 1 sync pending
[ETA] ~2 minutes
[ORDERS] 8 today
[SAVED] ₹1,400 commission saved
[STATUS] Open — closes 23:00
[OK] Onboarding in progress
[STEP] Menu upload — 70%
[ETA] ~5 minutes
[ITEMS] 32 of 45 uploaded
[PREVIEW] 3 test orders sent
[STATUS] Setup phase
[DATA] $2,400 saved this month
[CHART] Orders: ↑ 34% MoM
[LOG] Report generated
[RESTAURANTS] 3 active, 1 onboarding
[TOTAL] 67 orders this week
[AVG] ₹310 per order
[BUILD] Flow builder v0.3
[TEST] 8/8 passing
[OK] Ready for deploy
[COVERAGE] 94.2%
[FILES] 12 modules, 847 lines
[DEPS] 0 vulnerabilities
[GEN] 6 message templates
[VALIDATE] All approved
[OK] No issues
[LANGS] English, Hindi, Tamil
[VARS] {name}, {order_id}, {total}
[STATUS] Active
[DEPLOY] Staging env ready
[WAIT] Awaiting approval
[INFO] Last deploy: 2h ago
[BUILD] npm run build — 14.2s
[BUNDLE] 247KB gzipped
[CHECK] Lighthouse 96/100
[RUN] 8/8 tests passing
[COVERAGE] 94.2%
[OK] All checks passed
[E2E] 4 flows tested
[UNIT] 42 unit tests
[TIME] Suite: 3.2s
[PING] api.local • 12ms
[PING] db.local • 3ms
[OK] All within SLA
[P95] Response: 45ms
[P99] Response: 89ms
[UPTIME] 99.97%
[UP] 99.9% — 30 day avg
[INCIDENT] 0 this month
[LOG] Last: 14 days ago
[CPU] 12% average
[MEM] 2.1GB / 4GB
[DISK] 23GB / 50GB
[QUEUE] 0 pending orders
[THROUGHPUT] 120/min
[OK] Queue empty
[PEAK] 340/min at 13:00
[AVG] 45/min off-peak
[BACKLOG] 0 items
[SCAN] 0 vulnerabilities
[FIREWALL] Active — 147 blocked
[SSL] Valid — expires 89 days
[RATE] 47 req/min limit
[AUTH] JWT + refresh tokens
[AUDIT] Last: 3 days ago
[SCAN] Monitoring active
[FOUND] 3 new listings
[OK] Rate limit OK
[SOURCES] 12 platforms
[LAST] Scan: 5 min ago
[NEXT] Scan: in 25 min
[BACKUP] Last: 2 hours ago
[SIZE] 1.2GB compressed
[OK] No errors
[RETENTION] 30 days
[SCHEDULE] Every 6 hours
[STORE] S3 + local
[LOG] 0 errors today
[WARN] 2 warnings
[INFO] 1,247 events
[ACCESS] 892 requests
[API] 355 calls
[SIZE] 4.2MB today
[ALIVE] All systems nominal
[HEALTH] CPU 12% / MEM 2.1GB
[OK] No alerts
[SERVICES] 6/6 running
[JOBS] 3 scheduled
[CRON] Next: 18:00 UTC
Riku Rynjah
AI systems builder & automation engineer. Building tools that solve real problems — in public.
What I'm Building
[LIVE]
LATCH
Chrome extension — subscription tracker & dark pattern detector. Live on Chrome Web Store.
[IN PROGRESS]
KAIZEL
5-agent AI orchestration pipeline (research → code → review → refine → output) using DAG-based execution.
[LIVE]
MCP Cost Guard
Track, limit, and control LLM usage per user — before it costs you real money. npm package.
[LIVE]
Extension Monetization
Basic ($79) & Pro ($199) tiers. Chrome extension monetization with Lemon Squeezy licensing, Supabase auth & Next.js dashboard.
[LIVE]
MCP Server Starter
Production-ready MCP server with OAuth 2.0, rate limiting, multi-tenant isolation & observability.
[LIVE]
AgentOps Observatory
Multi-agent tracing & observability in 10 minutes. Self-hosted alternative to LangSmith at $149 one-time.
[LIVE]
Queue Orchestrator
Resilient job queue with circuit breakers, retries, rate limiting & dead letter queues. Deploy-ready.
[LIVE]
Webhook Fortress
Production-grade webhook receiver with signature verification, idempotency, replay protection & alerting.
[DESIGN PHASE]
SousChef — GLP-1 Meal Planner
Inflation-proof GLP-1 companion. Nausea-aware meal recommendations optimized for protein-per-dollar. B2C app in design (Next.js + Supabase).
[IN PROGRESS]
FIREWALL
Payment infrastructure targeting dark patterns. Research + early design phase.
$ status
[OK] Building AI-powered tools & automation systems…
$ current_project
LATCH (live) + KAIZEL orchestration
$ focus
• LATCH — subscription tracker on Chrome Web Store
• KAIZEL — 5-agent AI orchestration pipeline
• SousChef — GLP-1 meal planner (design phase)
• FIREWALL — payment infrastructure (research)
$ availability
[OPEN] Available for new projects
$ █
What I'm Doing Now
- Building LATCH — subscription tracker & dark pattern detector (live on Chrome Web Store)
- Developing KAIZEL — 5-agent AI orchestration pipeline for dev workflows
- Designing SousChef — nausea-aware GLP-1 meal planner optimized for protein-per-dollar
- Researching FIREWALL — payment infrastructure targeting dark patterns