Back to Solutions
Official · HOTDeveloper
⚔️

AI Coding Army — Solo Founder's Dev Team

Hiring engineers costs $10K+/month and you still can't ship fast enough?

Run a full engineering team as a solo founder. Multiple AI agents handle frontend, backend, testing, and DevOps — while every technique, decision, and pattern is automatically captured into a living knowledge base that compounds over time.

10x dev speed

Deploy on Clawfy

Setup Time

30 min

Difficulty

Advanced

Monthly Cost

The Problem

  • 1

    You're a solo founder writing frontend, backend, DevOps, and tests all by yourself — context switching kills your productivity

  • 2

    Every time you start a new feature, you re-discover patterns you've already solved before but forgot

  • 3

    No one reviews your code. Bugs slip into production because you're too tired to catch them at 2 AM

  • 4

    Hiring engineers costs $10K+/month and takes months of onboarding. You can't afford it, and you can't wait

  • 5

    When you take a break, all project knowledge lives only in your head — there's no institutional memory

See it in action

Clawfy Bot

Online

Build a user settings page with profile editing and avatar upload

Got it. I've checked the knowledge base — we have existing patterns for form validation (from the signup page) and file upload (from the document feature). Breaking this down: Backend (assigned to Backend Agent): - PATCH /api/users/profile endpoint - Avatar upload to S3 with size/type validation - DB migration for avatar_url column Frontend (assigned to Frontend Agent): - Settings page component with form - Avatar upload with preview and crop - Reuse our existing FormField pattern Review criteria: accessibility, mobile responsive, file size limit Estimated: 2-3 hours. Starting now.

What You Get

  • 10x development speed — multiple agents work on frontend, backend, and tests simultaneously

  • Zero knowledge loss — every pattern, decision, and debugging fix is automatically captured and indexed

  • 24/7 code review — the Reviewer agent catches bugs, security issues, and convention violations before merge

  • Compound growth — your AI team gets smarter with every commit. Month 6 is dramatically faster than Month 1

  • < $50/month total cost — a fraction of one junior developer's salary

What's included

Agent Personas
  • Tech Lead Orchestrator

    Tech Lead — receives tasks, breaks them down, assigns to specialists, manages knowledge base

  • Frontend Specialist

    Frontend Engineer — React, Next.js, Tailwind CSS, UI components, responsive design

  • Backend Specialist

    Backend Engineer — API design, database, server logic, integrations

  • Lens

    Code Reviewer — automated first-pass reviewer that scans every PR for security vulnerabilities (SQL injection, XSS, secret leaks, auth bypass, SSRF), code quality issues (long functions, deep nesting, missing error handling), and convention adherence. Posts inline comments on exact diff lines with severity labels (Critical/High/Medium/Low/Info) and concrete fix suggestions, plus a top-level summary with overall risk level.

Skills

  • Knowledge Capture

    Automatically extracts patterns, decisions, and debugging fixes from completed tasks into a structured knowledge base

  • Task Decomposition

    Breaks down feature requests into sub-tasks with clear acceptance criteria and assigns to the right specialist

  • Context Retrieval

    Queries the knowledge base before starting any task to avoid reinventing existing patterns

  • Security & Code Review

    Scans every PR diff for security vulnerabilities (SQL injection, XSS, secret leaks, auth bypass, path traversal, SSRF) and code quality issues (long functions, deep nesting, duplication, missing error handling, unused imports, magic numbers). Posts inline comments with severity labels and fix suggestions, then generates a top-level summary with risk level and finding counts.

  • PR Coordination

    Manages branch creation, PR submission, code review, and merge across multiple agents

Configuration

  • Tech Stack Profile

    Define your tech stack, coding conventions, and file structure so agents follow your patterns from day one

  • Knowledge Base Rules

    Configure what gets captured (patterns, decisions, bugs), tagging taxonomy, and retention policy

  • Review Strictness

    Set the code review strictness level: relaxed (style only), standard (+ bugs), strict (+ performance + security)

Pricing

Server

$8/mo

Dedicated cloud server, always on

AI Key

$0–30-50/mo

Based on ~500 agent interactions/month with GPT-4o or Claude, including code generation, reviews, and knowledge management

BYOK = $0

Template

Coming Soon

One-time purchase for premium workflows

Tips & Best Practices

  • Start with just 2 agents (Orchestrator + one specialist) and add more as your workflow stabilizes. Complexity should grow with your confidence.
  • Review the knowledge base weekly. Delete outdated entries and merge related patterns — a lean knowledge base retrieves faster than a bloated one.
  • Seed the knowledge base with your biggest past mistakes and hard-won insights. These high-value entries pay off immediately.
  • Use tags consistently (#auth, #payments, #ui, #performance) so agents can pull relevant context without scanning everything.
  • When starting a new project, export your knowledge base and import it — your team's expertise transfers instantly.
⚔️

AI Coding Army — Solo Founder's Dev Team

Coming Soon

Deploy on Clawfy