Kramlipi Code Agent — Review faster. Turn red builds green.

Verify-gated AI agents

Review faster.
Turn red builds green.

Kramlipi reviews pull requests, fixes broken CI, adds missing tests, catches flaky builds, and proves every change with the commands your team already trusts.

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pull request #184 · review

Checkout validation AI review

71if amount > balance:

72 return approve(order)

72 return decline(order)

73return approve(order)

K kramlipi-code-review[bot]

This branch approves an order when funds are insufficient. Reverse the result and add the boundary case before merge.

✓ verify_cmd: exit 0

↑ coverage: +4.8%

Proof before “done”

Use it as

GitHub Action Binary Web Chat CLI Chat VS Code Azure DevOps GitLab CI CircleCI Docker AWS / GCP

Pain in. Verified outcome out.

One agent loop for the work slowing every release.

Each feature starts with a developer pain and ends with evidence your team can inspect.

Pain: reviews queue for hours

Ship faster with first-pass PR review.

Grounded scanners and an AI critic add focused inline comments before senior engineers arrive.

Pain: red CI blocks the team

Move broken builds from red to green.

The bug-fix agent reads the failure, changes code, and opens a draft only after your verify command passes.

Pain: fast code lowers confidence

Protect quality with tests added automatically.

Coverage-growth and test-intel agents identify missed behavior, generate focused tests, and run the real suite.

Pain: coverage quietly falls

Increase coverage where the diff creates risk.

Map changed symbols to tests and target meaningful branches instead of inflating a vanity percentage.

Pain: every PR runs everything

Run tests for the code that actually changed.

Diff-aware selection narrows work safely, reducing avoidable queue time and compute while keeping a fallback.

Pain: flaky tests waste reruns

Detect flakes instead of normalizing retries.

Same-workflow, same-commit pass/fail evidence flags unstable builds and surfaces them in the UI.

Target: up to 30% fewer wasted CI minutes through diff-aware selection and flake reduction. Actual savings depend on repository shape and must be measured from runner data.

The mechanism, not magic

The AI does not decide that it succeeded. Your tools do.

Kramlipi keeps working until the repository’s objective command passes—or stops honestly without publishing a false win.

Read the evidenceCI logs, changed files, repository rules

grounded

Make a scoped changeSmall edit inside the workspace jail

focused

Run your real checkpytest, npm test, go test, Maven, or your command

exit 0

Share the receiptInline review or verified draft pull request

reviewable

Broken build agent

Wake up to a verified draft—not another wall of logs.

Point the agent at the failed run. It finds the relevant failure, edits only what is needed, and reruns your trusted command before it raises a pull request.

✓ Parses known CI failures before asking the model.

✓ Never turns off tests or edits CI to manufacture green.

✓ Publishes only after objective verification succeeds.

CI run #2481 Draft PR ready

test_checkout_boundaryAssertionError: expected declined

00:42

→ localized src/checkout.py:72
→ added boundary regression test
→ running pytest -q

✓

pytest -q214 passed · 0 failed

exit 0

↗

fix/checkout-boundaryDraft pull request opened

#185

Test intelligence

Grow useful coverage and spend CI where the change creates risk.

The agent connects changed files to tests, highlights untested behavior, and keeps flaky results separate from real regressions.

✓ Selects impacted tests with a safe full-suite fallback.

✓ Adds regression tests around the behavior being changed.

✓ Flags same-commit pass/fail evidence as a likely flake.

Diff intelligence 5 files changed

82%+4.8% this PR

tests/test_checkout.pyselected ✓

tests/test_discounts.pyselected ✓

tests/test_admin.pyskipped safely

Meet the agent where you work

Binary, browser, terminal, editor, or CI marketplace.

Start locally in minutes, then move the same verify-gated loop into your team’s delivery system.

EXE Available

Local binary

Download one file and run on your repository. The free local tier needs no account or card.

code-agent setup

UI Available

Web Chat

Pick a repository, chat with the agent, watch verification, and open a draft from the browser.

code-agent web serve -w .

>_ Available

CLI Chat

Describe the goal in plain language and keep the whole inspect-edit-verify loop in your terminal.

code-agent run "fix failing tests"

GH Available

GitHub Action

Review every pull request or start a verified bug-fix job when your named CI workflow fails.

uses: kramlipi/code-agent-action@v0

VS Package

VS Code extension

Run doctor, repair CI, review a diff, and grow coverage from the command palette.

ext install kramlipi.code-agent

CI Packages

Every major CI marketplace

Azure DevOps, GitLab, CircleCI, AWS containers, Google Cloud GKE, Docker, and any shell runner.

customer-hosted · BYO LLM

“Available” means directly usable today. “Package” means a distribution package exists; public marketplace approval may still depend on the marketplace operator.

Resources

Watch it. Read it. Run it.

Choose the fastest route for the way you learn.

Safe enough for real repositories.

Guardrails first. Autonomy second. Objective verification always.

✓ Customer-hosted

Runs on your machine or runner.

✓ No model training

Your repository is not our training set.

✓ Workspace jail

File access remains inside the selected repo.

✓ Fail closed

No verified pass means no success claim.

Make your next review faster—and your next green build real.

Free local tier · no signup · no credit card · bring your own model key.

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