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lucianoon merged 1 commit into from
Jul 26, 2026
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docs: surface Forgehand proof points #3

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16 changes: 16 additions & 0 deletions README.en.md
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*[Versão em português](README.md)*

[![CI](https://github.com/lucianoon/forgehand/actions/workflows/ci.yml/badge.svg)](https://github.com/lucianoon/forgehand/actions/workflows/ci.yml)
[![Benchmark](https://github.com/lucianoon/forgehand/actions/workflows/benchmark.yml/badge.svg)](https://github.com/lucianoon/forgehand/actions/workflows/benchmark.yml)
[![Python 3.12+](https://img.shields.io/badge/Python-3.12%2B-3776AB?logo=python&logoColor=white)](https://www.python.org/)
[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)

A multi-agent system for software delivery: an orchestrator, executors
specialized by capability, a judge with objective veto power, persistent
project memory, parallel execution and a human gate on critical decisions.

## Evidence at a glance

| Capability | Verifiable implementation |
|---|---|
| Parallelism | Independent task fan-out and deterministic merge by ID |
| Quality gate | Incremental judge combined with `pytest`, `ruff` and `mypy` |
| Human control | Approval, retry, partial acceptance and abort at critical decisions |
| Operational limits | Token, cost, time and attempt circuit breakers |
| Durable execution | PostgreSQL checkpoints and restart recovery |
| Observability | OTel/Langfuse spans per job and LLM call |

## What it does

You POST a request in natural language. A planner decomposes it into tasks
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18 changes: 17 additions & 1 deletion README.md
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*[English version](README.en.md)*

[![CI](https://github.com/lucianoon/forgehand/actions/workflows/ci.yml/badge.svg)](https://github.com/lucianoon/forgehand/actions/workflows/ci.yml)
[![Benchmark](https://github.com/lucianoon/forgehand/actions/workflows/benchmark.yml/badge.svg)](https://github.com/lucianoon/forgehand/actions/workflows/benchmark.yml)
[![Python 3.12+](https://img.shields.io/badge/Python-3.12%2B-3776AB?logo=python&logoColor=white)](https://www.python.org/)
[![Licença: MIT](https://img.shields.io/badge/licen%C3%A7a-MIT-green.svg)](LICENSE)

Sistema multiagente para desenvolvimento de software: orquestrador,
executores especializados por capacidade, judge com veto objetivo,
memória persistente, execução paralela e gate humano em decisões críticas.

## Subir
## Evidências rápidas

| Capacidade | Implementação verificável |
|---|---|
| Paralelismo | Fan-out de tarefas independentes e merge determinístico por ID |
| Quality gate | Judge incremental combinado com `pytest`, `ruff` e `mypy` |
| Controle humano | Aprovação, retry, aceite parcial e abort em decisões críticas |
| Limites operacionais | Circuit breakers de tokens, custo, tempo e tentativas |
| Execução durável | Checkpoints em PostgreSQL e retomada após interrupção |
| Observabilidade | Spans OTel/Langfuse por job e chamada de LLM |

## Início rápido

```bash
cp .env.example .env
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