Deterministic, verify-first developer infrastructure for autonomous AI software engineering.
Instead of trusting a monolithic AI prompt, PicadoLabs divides the software engineering lifecycle into four verifiable, specialized open-source systems.
flowchart LR
A["<b>01 PLAN</b><br/>build-with-ai<br/><sub>Context Store</sub>"] --> B["<b>02 ROUTE</b><br/>Model Router<br/><sub>Pareto Routing</sub>"] --> C["<b>03 EXECUTE</b><br/>Terminal Agent<br/><sub>Sandbox & Verify</sub>"] --> D["<b>04 EVALUATE</b><br/>AgentBench<br/><sub>5D SWE Scoring</sub>"]
| Project | The Problem | The Picado Edge | Traction | Contribute |
|---|---|---|---|---|
| build-with-ai | AI coding suffers from context drift, blank-canvas paralysis, and broken code. | Zero-API CLI with 11 production templates and persistent .buildwithai/ context. |
1.2k+ Downloads 21 Contributors |
Issues |
| AI Model Router | Ballooning API costs, provider rate limits, and unpredictable model latency. | Sub-3ms Pareto Traffic Control Room UI with Thompson Sampling RL auto-tuning. | 3.4k+ Downloads 11 Contributors |
Issues |
| Terminal Agent | Autonomous coding agents make unverified changes and break repository builds. | Verify-first sandboxing (Docker/psutil), 12 core tools, self-healing, and rollback. | 700+ Downloads 3 Contributors |
Issues |
| AgentBench | Existing benchmarks test isolated toy prompts rather than multi-turn agents on codebases. | 12 polyglot benchmarks, local Ollama mode ($0 cost), and 5D composite scoring. | 12 Benchmarks 3 Contributors |
Issues |
# 01 / Plan: build-with-ai - CLI architecture prompt architect
npm install -g build-with-ai
# 02 / Route: AI Model Router - Sub-3ms routing engine & traffic UI
pip install model-router-cli
# 03 / Execute: Terminal Agent - Verify-first autonomous coding agent
pip install terminal-agent-cli
# 04 / Evaluate: AgentBench - Agent evaluation & benchmark suite
pip install agentbench-coreMaintained by @Vardhman Gupta & the PicadoLabs open-source community.
Open source under Apache-2.0. Contributions, issue reports, and PRs are welcome across all repositories.