Repository navigation
Feature GitOps Bridge
The Problem: Autonomous AI agents are notoriously sloppy with version control. They create massive "kitchen sink" commits, bypass issue trackers, and force-push broken code, making it impossible to revert specific regressions.
The Solution: The GitOps Bridge. A natively integrated, absolute constraint layer that forces the AI into a strict Issue-Driven Development (IDD) and Semantic Release pipeline.
A.I.M. enforces a Continuous Release methodology. AI agents are strictly forbidden from executing raw git commit or git push commands.
If an agent wants to change code, it must follow the 3-step DevOps lifecycle.
-
Action:
aim bug "Description of the problem" -
Mechanism: A.I.M. reads the
FALLBACK_TAIL.md(the last 10 turns of raw JSON crash data), wraps it in a collapsible markdown block, and uses theghCLI to instantly create a highly structured bug ticket on the remote GitHub repository.
-
Action:
aim fix <issue_id> -
Mechanism: Instantly executes
git checkout -b fix/issue-<id>. This physically prevents the agent from contaminating themainbranch while iterating through test-driven development (TDD) failures.
-
Action:
aim push "Fix: Patched the auth logic (Closes #4)" -
Mechanism: This is the crown jewel of the GitOps Bridge.
- It reads the
Fix:prefix. - It reads the
VERSIONfile and mathematically calculates a SemVer patch bump (e.g.,v1.2.0➔v1.2.1). - It automatically formats and prepends the new release to the
CHANGELOG.md. - It stages, commits, and pushes the code to the isolated branch.
- It reads the
When the feature is complete and the tests are green, the aim promote command automates the entire Senior DevOps merge lifecycle:
- Checks out
main. - Creates an immutable archive branch of the current state of main (e.g.,
archive-phase-24-20260323). - Merges the dev branch into
main. - Pushes the new baseline to GitHub.
- Deletes the local dev branch to keep the workspace perfectly clean.
Your repository maintains a pristine, granular, automated public ledger. Every single line of code is tied to an issue, and every regression can be instantly reverted without untangling a mega-commit.
- Atomic Architecture (The KISS Manifesto)
- Origin Story
- The Logic Of A.I.M.
- The A.I.M. Handbook (Operator's Manual)
- The Swarm Post Office (Comms Interface)
- The Master Schema
- Waterfall Memory Architecture
- Technical Specification
- Script Map (Core Codebase Map)
- Brain Map (Memory Architecture)
- A.I.M. Prompt Injection Map
- AI Prompt Ledger
- Onboarding Identity Map
- Handoff Architecture Guide
- Reincarnation Map
- TUI Map (Cockpit UI Logic)
- The Global Chalkboard (Concept: Document Data Bus)
- Remote Fleet Architecture (Concept: The Phantom Keyboard)
- The Eureka Protocol (Concept: Live Context Pruning)
- The Sovereign Swarm (Concept: BitTorrent DataJack)
- The Decoupled Brain (Concept: Obsidian Transport Layer)
- Obsidian Bridge Architecture
- Layered Engram Architecture
- The Pragmatic Feature Manifesto
- The Cascading Memory Engine
- Hybrid RAG (Semantic + Lexical)
- Cognitive Routing
- The DataJack Protocol
- Runbook Engram Creation
- The GitOps Bridge
- Feature Quarantine Daemon
- The 30 Percent Rule
- TUI Handoff Report
- The Universal Skills Framework
- Vibe Coding Pipelines (Automated Agentic Assembly)
- Cartridge Farming Ecosystem
- Design Future Architectures
- The Collective Cortex (Vision: SETI@home for AI)
- Sovereign Swarm (P2P) (Architecture: P2P DataJack)
- Eureka Protocol & Synapses (Protocol: Synthetic Data Factory)