cogos 0.1.0

Autonomous software engineering agent built on the Viable System Model

cogos

CogOS — an autonomous software engineering agent built on the Viable System Model.

Prerequisites

• Python 3.12+
• uv package manager
• AWS credentials with Bedrock access (for LLM calls)

CogOS uses Claude on AWS Bedrock. You need an AWS account with Bedrock model access enabled for us.anthropic.claude-sonnet-4-5-* in your region (default: us-east-1). Configure credentials via aws configure or AWS SSO.

Getting Started

# 1. Install
uv sync --all-extras

# 2. Boot the default image
uv run cogos local cogos image boot cogos --clean

# 3. Start the interactive shell
uv run cogos local shell

Inside the shell, start a conversation:

cogos:/$ llm -i
llm> hello, what can you do?

That's it. The shell calls Bedrock directly — no executor loop, no extra services.

What just happened

• cogos local uses a JSON-backed local store (.local/cogos/cogos_data.json) instead of AWS RDS/Lambda. No cloud infrastructure needed beyond Bedrock.
• image boot cogos --clean loaded the default cogent image from images/cogos/ — capabilities, processes, handlers, and files.
• shell opened an interactive session. llm -i starts a multi-turn conversation with your cogent via Bedrock.

Other shell commands: help, llm -v <prompt> (verbose with tool traces), files ls, caps ls, procs ls.

Running the Executor Loop

The shell is good for interactive use. For event-driven execution (channel messages triggering processes), run the local executor:

# Terminal 1: start the executor (polls every 2s, replaces Lambda dispatch)
uv run cogos local cogos run-local

# Terminal 2: send a message to trigger a process
uv run cogos local cogos channel send io:discord:dm \
  --payload '{"content":"hello","author":"tester","author_id":"1","channel_id":"2","message_type":"discord:dm","is_dm":true,"is_mention":false,"attachments":[],"embeds":[]}'

# Or run a single tick
uv run cogos local cogos run-local --once

# Inspect runs
uv run cogos local cogos run list --limit 5

Dashboard

The dashboard gives you a web UI for processes, files, capabilities, handlers, runs, and events.

# Install frontend dependencies (one-time)
cd dashboard/frontend && npm ci && cd ../..

# Start both backend and frontend
uv run cogos local cogos dashboard start

The URL will be printed (usually http://localhost:29489).

uv run cogos local cogos dashboard reload   # stop + start
uv run cogos local cogos dashboard stop     # stop both

Logs: /tmp/cogos-backend.log, /tmp/cogos-frontend.log

To run backend and frontend separately:

# Terminal 1
USE_LOCAL_DB=1 uv run uvicorn dashboard.app:app --host 0.0.0.0 --port 8100

# Terminal 2
cd dashboard/frontend && npm run dev

Deploying to AWS

Local mode is good for development. To deploy a cogent with persistent infrastructure (RDS, Lambda, ECS, Discord bridge), see the deployment guide.

The short version:

polis create                              # shared infrastructure (one-time)
cogos <name> cogtainer create             # per-cogent infrastructure
cogos <name> cogos image boot cogos       # load application image
cogos <name> cogos io discord start       # start Discord bridge

This requires AWS Organizations, a domain for DNS, and secrets configured in AWS Secrets Manager. See AGENTS.md for the full operational reference.

Troubleshooting

LLM calls fail: Ensure AWS credentials are configured and Bedrock model access is enabled for Claude Sonnet 4.5 in us-east-1. Check with aws bedrock list-foundation-models --region us-east-1 | grep claude.

image boot shows no capabilities: Make sure you used --clean to wipe stale state.

Executor runs but nothing happens: Check that handlers exist with uv run cogos local cogos handler list. If empty, re-run image boot cogos --clean.

Dashboard frontend fails to start: Run cd dashboard/frontend && npm ci first.

References

• AGENTS.md — repo operating notes, deployment reference, infrastructure details
• docs/deploy.md — deployment guide
• docs/cogos/guide.md — CogOS concepts and architecture
• docs/polis/ — shared infrastructure (polis) design and CLI reference
• tests/cogos/local_validation.md — step-by-step local validation checklist