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Birfy / agentdescent

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.

▲ ~14/7d ★ 202 Python today
malevrigns / agent-jev

AgentJev-0.6B - a fast 'System One' decision model for AI Agents: feed it any unstructured state (diffs, traces, logs) and structured questions, get calibrated probability distributions back in one ~50ms forward pass. Zero output-token decoding.

▲ ~7/7d ★ 394 Python 1d ago
ezyang / ghstack

Submit stacked diffs to GitHub on the command line

▲ ~0/7d ★ 1.0k Python 26d ago
Aletheore / Aletheore

Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs.

▲ ~0/7d ★ 633 Python today
shriramkv / mcp-surface-diff

a zero-dependency CLI that snapshots an MCP server's tool surface (names, schemas, descriptions, annotations) and diffs two snapshots to catch breaking changes and "rug pulls."