23 automation recipes

OpenClaw for Software Developers

Automate onboarding, CI/CD, code review, testing, dependency management, and debugging — so you can ship faster with fewer fires.

7-day free trial · No credit card required · $4/first month

What is KiloClaw?

An AI assistant that works for you — not just talks to you

The Problem

Chatbots like ChatGPT answer messages — but they can't actually do anything. And self-hosting an AI agent means a whole lot of technical setup, and hours of maintenance. You're left choosing between a tool that only talks and one that takes an engineering team to run.

The Solution

KiloClaw is an AI agent that connects to the apps you already use — email, chat, calendar, and 30+ more — and handles tasks for you, 24/7. It doesn't just answer questions. It takes action.

Problems Solved

Real problems. Automated solutions.

Each solution maps directly to ClawBytes recipes you can deploy today.

CI pipelines are slow and flaky

Speed up CI with caching, parallelization, and flaky test quarantine so builds are fast and reliable.

PR reviews block the merge queue

Enforce review SLAs, provide structured PR context templates, and surface what is blocking merge.

New engineers take weeks to become productive

Standardize onboarding with environment bootstrapping, codebase navigation, and safe first changes.

Dependency upgrades break things unexpectedly

Follow repeatable upgrade playbooks with risk controls, lockfile discipline, and vulnerability triage.

Automation Cookbook

23 recipes for software developers

Each recipe is a ready-to-use automation workflow. Click to see the full recipe with setup instructions.

Onboarding First-Week Kit

Standardize access, environment setup, architecture orientation, and first safe changes.

Codebase Compass

Generate executable maps of entrypoints, critical paths, ownership, and starter changes.

Dev Environment Bootstrapper

Standardize local setup to eliminate "works on my machine" issues.

Environment Drift Check

Detect drift in runtime versions, build flags, and dependencies across environments.

Minimal Repro Bundle

Create minimal reproduction artifacts and diagnostic bundles for bugs.

Distributed Trace Hunt

Debug microservices by enforcing end-to-end correlation and locating propagation breaks.

CI Failure Triage Bot

Turn CI failures into categorized, actionable tickets with ownership.

CI Speed Tune-Up

Reduce CI wall-clock time with caching, parallelization, and filtering.

CI Config Refactor Kit

Modularize CI configuration safely with documented intent and guardrails.

Works Locally, Fails in CI Debugger

Compare environments and dependency resolution to pinpoint local-vs-CI mismatches.

Build Cache Recovery Playbook

Introduce safe cache keys, cache-busting rules, and controlled recovery flows.

Flaky Test Quarantine

Quarantine flaky tests into separate lanes while enforcing fix-by deadlines.

Flaky Root Cause Hunter

Diagnose flaky tests by categorizing nondeterminism and applying targeted fixes.

Test Suite Speed Clinic

Reduce test runtime by separating tiers, improving isolation, and enabling parallelism.

E2E Critical Path Suite

Establish minimal end-to-end tests for critical journeys backed by contract tests.

PR Review SLA Enforcer

Reduce PR queue time with clear SLAs, review routing, and blocking visibility.

PR Context Template

Require structured context: intent, risk, alternatives, and how to validate.

Merge Conflict Resolver

Consistent workflow for resolving and preventing merge conflicts.

Long-Lived Branch Detox

Reduce long-lived branch risks with integration cadence and feature-flag alternatives.

Dependency Conflict Triage

Structured playbook for dependency resolution conflicts.

Dependency Upgrade Playbook

Repeatable method for upgrading dependencies with risk controls and rollback strategies.

Lockfile Discipline Guardian

Enforce lockfile consistency to reduce install drift and CI-only failures.

Vulnerability Alert Triage

Prioritize vulnerability alerts by exploitability with SLA-based remediation.

What people are saying

How It Works

Automation for Software Developers

1

Pick a recipe

Browse the recipes above and find the automation that solves your biggest pain point.

2

Deploy on KiloClaw

Sign up for KiloClaw and paste the recipe prompt into your agent. No Docker, no code required.

3

Automate and iterate

Your agent runs 24/7 on managed infrastructure. Add more recipes as you discover new workflows.

Why KiloClaw?

No Docker, no DevOps

Managed hosting means your agent runs 24/7 without any server setup or maintenance.

500+ AI models

Access Claude, GPT, Gemini, and hundreds more through Kilo Gateway — or bring your own keys.

Pre-built integrations

Gmail, Calendar, Slack, Discord, Telegram, GitHub, and 30+ more — configured through guided flows.

Secure and isolated

Each instance runs in isolated containers with SOC 2-aligned practices. Data is encrypted at rest (AES-256) and in transit (TLS 1.3), and is never shared across accounts. See our security whitepaper for full details.

Compare Options

Managed KiloClaw vs. Self-Hosted OpenClaw

FeatureManaged KiloClawSelf-Hosted OpenClaw
Setup timeUnder 5 minutesHours to days (Docker, DNS, SSL)
Server maintenanceFully managed — zero opsYou manage updates, uptime, backups
AI models500+ via Kilo GatewayBYOK only — configure each provider
Integrations30+ pre-built (Gmail, Slack, Discord, etc.)Manual MCP server setup
SecuritySOC 2-aligned, AES-256, TLS 1.3, isolated containersDepends on your infrastructure
Automatic updatesYes — zero-downtimeManual git pull and rebuild
Monitoring & uptime24/7 monitoring includedSelf-managed
Cost$4 first month, then $9/moFree software + your server costs

Only on KiloClaw: 500+ models via Kilo Gateway at 0% markup · 610+ ClawBytes recipes · Kilo CLI pre-installed · Enterprise SSO/SCIM

Simple Pricing

KiloClaw Pricing. One plan. Everything included.

$4/ first month

Renews at $9/month · 7-day free trial ·
No credit card required

Your own AI assistant
All chat platforms — Telegram, Slack, Discord & more
500+ AI models via Kilo Gateway
Automatic updates & monitoring
Cancel anytime
Start Free Trial

Need help getting started?

See all the ways to get set up with KiloClaw.

FAQ

Frequently Asked Questions

Do I need DevOps experience to use OpenClaw for my development workflow?

No DevOps experience is needed for most recipes. KiloClaw handles CI optimization, flaky test quarantine, and dependency management through pre-built configurations. You describe your pipeline and codebase context, and the agent generates actionable fixes and playbooks.

Is KiloClaw secure for proprietary source code and API keys?

Yes. KiloClaw runs in isolated containers with encrypted storage, so your source code, API keys, and CI configurations are never exposed to other users. All data stays within your private instance with enterprise-grade encryption at rest and in transit.

What is the difference between KiloClaw and standard OpenClaw?

OpenClaw is the free, open-source AI agent framework you self-host with Docker. KiloClaw is the fully managed version — we handle hosting, updates, monitoring, and security so you get a running agent in minutes without any server setup. KiloClaw also includes access to 500+ AI models through Kilo Gateway and pre-built integrations with 30+ services.

Can KiloClaw replace GitHub Actions or my existing CI/CD platform?

KiloClaw does not replace your CI/CD platform — it makes it better. Recipes like CI Speed Tune-Up and Flaky Test Quarantine analyze your existing pipelines and produce specific optimizations, caching strategies, and test isolation plans that you apply to your current GitHub Actions, GitLab CI, or Jenkins setup.

610+ recipes. 500+ AI models at 0% markup. The Kilo CLI. Zero maintenance.

The best way to run OpenClaw — built by the team behind Kilo Code.

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