Now automating production pipelines

Jira ticket in.
Merged PR out.

An autonomous AI engineering team that researches your codebase, plans the implementation, writes code and tests, runs review — then asks you to approve the merge via Telegram.

Start shipping faster See the pipeline
pipeline — KAN-42
$ clawd run KAN-42 --pipeline dev-v2
Cloning tafurfede/project...
Researching codebase (1,247 files)...
Planning implementation...
✓ Plan approved — 4 files, 2 new
Implementing in feat/kan-42...
Writing tests in parallel worktree...
✓ Tests passing (14/14)
Running code review...
✓ Review verdict: APPROVE
● Waiting for merge approval...
✓ Merged to main — 23m 14s
5 Pipeline stages
~30m Ticket to PR
24/7 Always available
100% Human-gated merges
Built with
Claude Code Gemini OpenClaw Supabase Jira Cloud GitHub Telegram
Capabilities

Everything your engineering
team needs. Automated.

Seven integrated systems working together — from ticket intake to merged code, with analytics and intelligence layers on top.

Core Engine

Pipeline Orchestrator

Two execution modes. V1 runs sequentially for straightforward tickets. V2 parallelizes implementation and testing in separate git worktrees, with an automated test-fix loop that retries up to three times before escalating.

Sequential v1 Parallel v2 Git worktrees Auto test-fix
Research
Plan
Implement
Test
Review
Merge Gate

Merge Gate

Every PR requires your explicit approval. Clickable approve/reject links in Telegram. 30-minute auto-timeout. Zero unreviewed merges.

Instant Triggers

Move a Jira ticket to "To Do" and the pipeline fires via webhook in under a second. Cron fallback catches anything missed.

Knowledge Base

Ingest documentation and notes with full-text search. Feeds relevant context directly into pipeline research stages.

Personal CRM

Track contacts, deals, and interactions. Full-text search across everything. Never lose a follow-up again.

YouTube Analytics

Daily metrics collection, competitor tracking, and engagement analysis with automated chart generation via pgvector embeddings.

Meta-Analysis

Nightly cross-system intelligence review. 10 signal sources, 4 AI reviewers in parallel, weighted consensus digest delivered at dawn.

How it works

From ticket to merged PR
in six steps

01

Create a ticket

Write requirements in Jira. Add repo: owner/name and optionally pipeline: dev-v2 to the description.

02

Move to "To Do"

Jira webhook fires instantly. Concurrency checks validate pipeline capacity. The orchestrator spins up within seconds.

03

AI researches & plans

The AI researcher analyzes your entire codebase. The architect produces a file-level implementation plan with change descriptions.

04

Implement & test

Code and tests are written simultaneously in separate worktrees. An auto test-fix loop retries up to 3 times before escalating.

05

Automated review

AI code reviewer checks for bugs, security issues, and convention violations. Up to 2 revision cycles before final verdict.

06

You approve the merge

A Telegram message arrives with the PR link. One tap to approve, one tap to reject. Auto-rejects after 30 minutes.

Merge Approval Required
PR: github.com/tafurfede/project/pull/42 KAN-42 — Add user authentication API
|
Auto-rejects in 30 minutes
Architecture

Production-grade
infrastructure

PostgreSQL with pgvector, Caddy auto-TLS, systemd process management. Designed to run unattended on a single VPS.

System Overview
System architecture overview
Pipeline Orchestrator
Pipeline orchestrator flow
Meta-Analysis Council
Meta-analysis pipeline
YouTube Collector
YouTube data pipeline
Technology

The stack

AI Models
  • Claude CodePipeline stages
  • Gemini FlashPrimary model (free)
  • OllamaLocal fallback
Data
  • SupabasePostgreSQL + pgvector
  • tsvector + GINFull-text search
  • psycopg2Connection pooling
Infrastructure
  • CaddyAuto-TLS reverse proxy
  • systemdProcess management
  • GitHubCI/CD + PRs
Interfaces
  • TelegramPrimary UI + approvals
  • Jira CloudTickets + webhooks
  • CLIDirect execution
Pipeline
  • Git worktreesParallel branches
  • ThreadPoolConcurrent stages
  • OpenClawCron + skills
Automation
  • Cron8 scheduled jobs
  • WebhooksInstant triggers
  • Bot APIMulti-channel
Comparison

Clawd vs. hiring engineers

Traditional Team Clawd
Monthly cost$15,000 – $45,000$199 – $499
AvailabilityBusiness hours24 / 7 / 365
Ticket to PR2 – 5 days15 – 60 min
Concurrent tasks1 per developer2 parallel
Quality gateCode review meetingsAI + human merge gate
Ramp-up time2 – 4 weeksInstant
Pricing

Simple, transparent pricing

No per-seat fees. No hidden costs. Pay for pipeline capacity.

Starter

$199/mo

For solo founders shipping a product.

  • 1 pipeline (v1 sequential)
  • 50 runs / month
  • Jira + GitHub integration
  • Telegram merge gate
  • CRM + Knowledge Base
  • Email support
Get started
Most Popular

Pro

$499/mo

For agencies and teams shipping daily.

  • 2 parallel pipelines (v1 + v2)
  • Unlimited runs
  • Parallel impl + test-fix loop
  • YouTube analytics
  • Business meta-analysis
  • Priority support
Start free trial

Enterprise

Custom

For teams wanting a dedicated AI eng dept.

  • Unlimited pipelines
  • Custom pipeline definitions
  • Self-hosted option
  • SSO + audit logs
  • SLA guarantee
  • Dedicated onboarding
Book a call

Stop hiring.
Start shipping.

Your autonomous engineering team is one Jira ticket away.

Get started today