> 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.
[LIVE]
Asteria — The Side-Effect Playbook
A peer-written field guide for the first 90 days on GLP-1s. Built
from real onboarding research, not generic medical advice.
[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
• Asteria — Side-Effect Playbook (live)
• 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
-
Shipped Asteria's Side-Effect Playbook — researched from real GLP-1
onboarding posts
-
Researching FIREWALL — payment infrastructure targeting dark
patterns