Your startup's ops team.
Running 24/7, autonomously.
Deploy an autonomous AI system that investigates anomalies, fixes bugs, builds scripts, and reports daily. No ops hire. No dashboards to check. Just outcomes.
↑ This is our own system. We are client #1.
What it does
Five things running in parallel, always
Anomaly detection → auto-fix
Reads your system's spine events. Classifies anomalies. Dispatches cc_fix tasks. Closes the loop without you.
Autonomous code building
Council agents write, test, and ship code. Not outlines — working modules, deployed, wired to cron.
Self-directing strategy
Sets its own priorities. Auditor, Explorer, Red-team pools. Re-orients when milestones shift. No instructions needed.
Stigmergic coordination
No central controller. Agents coordinate via shared atomic state — like ant colonies. Scales to N verticals without redesign.
Daily transparency reports
Every day: tasks done, bugs fixed, scripts written, LLM cost. Posted publicly. You stay informed without doing anything.
L5 immune system
Stigmergy L5: detects when task success rate drops, generates variants, promotes the best. Self-improving, not just self-healing.
Lives in Claude Code
One command. Then it runs itself.
Install the MCP server. Query live ops state. Enqueue tasks. Get reports — all from inside Claude Code.
claude mcp add --transport http aiops https://aiops.mi-kernel2026.xyz/mcp
# Then ask Claude Code:
"What's failing in ops today?"
"Enqueue a security audit for the auth module"
"Show me the latest transparency report"
5 MCP tools: ops_status · ops_tasks · ops_enqueue · ops_report · ops_milestones
Pricing
Simple. No seats, no credits.
We run the system on your infra. You own the instance.
Solo Founder
1 instance · 1 north · full autonomy
- ✓ Autonomous ops 24/7
- ✓ Daily transparency reports
- ✓ MCP Claude Code integration
- ✓ Anomaly detection + auto-fix
- ✓ Weekly founder check-in
Startup
Multi-vertical · GitHub integration · custom milestones
- ✓ Everything in Solo
- ✓ Up to 5 active verticals
- ✓ Multi-north operations (code + content + research)
- ✓ Weekly strategy sync via MCP
- ✓ Priority dispatch — your tasks first
We're booking our first 3 pilots
Early founders get lifetime pricing locked at pilot rate. We run the system; you get the data.
calderonsantiago98@gmail.com →