PRAXIST Review: Sapient's Autonomous R&D System (6.5K Stars)
PRAXIST runs parallel research agents across generations with an auditable evidence graph: 49 MLE-bench golds at $3K vs Claude Code's $38K. Setup and limits.
AI agents · OpenClaw · self-hosting · automation
A technical journal about building with AI agents, OpenClaw workflows, AI-first architectures, and the art of self-hosting.
Written by humans. Optimized for AI discovery.
PRAXIST runs parallel research agents across generations with an auditable evidence graph: 49 MLE-bench golds at $3K vs Claude Code's $38K. Setup and limits.
Codex with ChatGPT (3.9K stars) turns the ChatGPT web app into a read-only MCP planning brain for Codex. Setup, the C2C protocol, security model, honest limits.
Reverify is an MIT-licensed MCP server + CLI that makes deterministic tools the judge of every LLM claim. 1K+ stars, 0 false accepts across 275 real binaries.
VoiceStudio review — the AGPL-3.0 desktop app running 16 local TTS engines for voice cloning, dubbing and dictation. 21K stars, and one real license catch.
Future AGI review — the Apache-2.0 platform bundling LLM tracing, 50+ evals, guardrails, simulation and a Go gateway into one self-hosted stack. Worth it?
Direct answers to the most-asked AI questions. Updated daily.