Get started¶

KramLipi Code agent¶

Increase your code coverage and review automatically.

Developers ship code faster — but unit tests and failed builds pile up. This agent fixes that in the CI pipeline.

1. Binary first¶

Google Drive — linux/ · macos/ · windows/

chmod +x code-agent   # Linux / macOS

2. ENV (pick a model + API key)¶

Gemini¶

export CODE_AGENT_MODEL=gemini/gemini-2.0-flash
export GEMINI_API_KEY=YOUR_SECRET_KEY

Key: Google AI Studio

Claude¶

export CODE_AGENT_MODEL=anthropic/claude-sonnet-4-20250514
export ANTHROPIC_API_KEY=YOUR_SECRET_KEY

Key: Anthropic Console

OpenAI¶

export CODE_AGENT_MODEL=openai/gpt-4o
export OPENAI_API_KEY=YOUR_SECRET_KEY

Cursor?¶

No public Cursor model API for code-agent — use Gemini / Claude / OpenAI. Full list: Quick Start.

3. What do you want to do?¶

Increase code coverage¶

Pain: Coverage / missing tests block merge.
Do this:

code-agent run "increase unit test coverage" \
  -w /path/to/your-repo \
  --verify-cmd "go test ./..."

→ Coverage · Use cases

Fix a broken build¶

Pain: CI red; log archaeology at midnight.
Do this:

go test ./... 2>&1 | tee /tmp/ci.log

code-agent experts run bug-fix \
  --log /tmp/ci.log \
  --verify-cmd "go test ./..." \
  -w /path/to/your-repo

→ Python · Go · Java · Use cases

Review a PR (inline comments)¶

Pain: No first-pass review on every PR.
Do this:

code-agent experts run code-review --pr 42 -w /path/to/your-repo
code-agent experts run code-review --pr 42 --dry-run -w /path/to/your-repo

CI copy-paste (GitHub / GitLab / Azure): Code review CI

Economy mode is off by default. Opt in: CODE_AGENT_ECONOMY_MODE=true.

→ Use cases · Experts

Other features¶

I want to…	Command	Detail
Impacted tests only	`experts run test-intel --pr N`	Experts
Babysit PR	`experts watch --pr N --verify-cmd "…"`	Recipes
Missing metrics	`experts run monitoring-expert --dry-run`	Use cases
Alert → fix	`experts run sre-expert --log alert.json`	Pains

Flag	Meaning
`-w`	Repo path
`--verify-cmd`	Must exit `0`

Rule: success = verify exits 0, not model opinion.

Pricing (adoption + revenue)¶

Plan	Price	You get
Community (Free)	$0	Prove green verify locally; capped runs; 14-day commercial eval
Team — CI Repair	$49/mo	Commercial CI rights, higher caps, ~5 seats
Business — PR Babysit	$199/mo	+ `experts watch`, more seats/volume

We do not give unlimited production CI away free. Details: product repo docs/COMMERCIAL.md · docs/MONETIZATION-LICENSE.md

Contact / keys: cluevion@gmail.com

How to run (three modes)¶

Mode	When	Doc
Local binary	Laptop fix / coverage / dry-run review	Download Drive/Releases → same CLI
CI (Actions / GHCR)	Every PR or failed workflow	Image `ghcr.io/kramlipi/code-agent` or binary on runner
Local UI	Browser demo	Docker UI gist → http://127.0.0.1:8080

Full steps: product DEPLOYMENT-MODES.md

Enterprise trust (short)¶

Runs on your machine or your CI with your LLM key. We don’t host your monorepo.
Security overview: SECURITY-COMPLIANCE.md

4. Docker (second choice)¶

docker pull ghcr.io/kramlipi/code-agent:latest

docker run --rm -it \
  -e CODE_AGENT_MODEL \
  -e GEMINI_API_KEY \
  -v "/path/to/your-repo:/workspace" \
  ghcr.io/kramlipi/code-agent:latest \
  run "increase unit test coverage" \
  --verify-cmd "go test ./..." \
  -w /workspace

Browser UI (~60s) gists: Linux · Windows

Next¶


Full install	Quick Start
Pain → command	Use cases · Pains
All flags	Commands
Home	index