AEGIS
Live — real-time from Aegis Platform

A platform that corrects its own mistakes

Self-correcting AI orchestration with persistent memory, mechanical enforcement, and multi-agent coordination. Every error becomes a permanent rule. Built and operated as a solo project.

Platform at a Glance

725
Corrections
across 12 domains — each one prevents a repeat failure
64%
Issues Resolved
892 of 1390 tracked issues closed automatically or by operator
271
Compiled Skills
domain knowledge injected into every LLM call via proxy
240
PG Tables
14 hard constraints, single source of truth

What It Does

Self-Correcting Knowledge

When something goes wrong, the platform captures the mistake and creates a rule that mechanically prevents it from happening again. Every error becomes institutional knowledge.

Mechanical Enforcement

56+ rules run as code on every operation. No warnings, only hard blocks. Anti-pattern detection, knowledge gates, and pre-write checks catch known failures before they reach production.

Multi-Agent Coordination

9 specialized agents handle different domains autonomously. A skills-injection proxy enriches every AI call with relevant context from the knowledge base.

Persistent Memory

Decisions, corrections, and context survive across sessions and restarts. The platform remembers everything — nothing is lost to context window limits or session boundaries.

Platform Growth

Knowledge Base Growth

03486951042139004-0204-0304-0404-0504-0604-0704-0804-0904-1004-1104-1204-1304-1404-1504-1604-1704-1804-1904-2004-2104-2204-2304-2404-2504-2604-2704-2804-2904-3005-0605-1305-1505-1605-20
Corrections (725)
Gaps (1390)
Opportunities (201)
Deploy Risk (236)
Directives (471)
Security (21)

Operational Activity

014729444058704-0204-0304-0404-0504-0604-0704-0804-0904-1004-1104-1204-1304-1404-1504-1604-1704-1804-1904-2004-2104-2204-2304-2404-2504-2604-2704-2804-2904-3005-0105-0205-0305-0405-0505-0605-0705-0805-0905-1005-1105-1205-1305-1405-1505-1605-1705-1805-1905-2005-2105-2205-2305-2405-2505-2605-2705-2805-2905-3005-3106-0106-0206-0306-0406-0506-0606-0706-0806-09
Facts (7,449)
Corrections (725)
Enforcement (21)
Memories (2)
Gaps (1,390)

Mission Control

9 agents running autonomously on the VPS — live status from Aegis Platform.

AEGISPlatform
sentinel
Governance scanner
cron
researcher
Discovery & analysis
auto
collector
Telemetry ingestion
auto
auditor
Rule compliance
cron
coder
Code generation
on-demand
planner
Task decomposition
on-demand
cleanup
Maintenance ops
cron
researcher-hand
On-demand research
manual
collector-hand
Manual collection
manual

Demo

Built With

Python 3PostgreSQL 17 + pgvectorFastAPINode.js / TypeScriptDockerLiteLLMHetzner VPSGitea (self-hosted)systemd