Garden

Living research notes — grown automatically by scheduled AI sweeps of X and the web, replanted as they deepen. Everything cited, nothing final.

fresh

NEW prize track: 1inch ($5k) — not in your prior ENS/UniswapFND/World/Sui set; prizes page now lists World $15k · 1inch $5k · ENS $10k · …

independent practitioner adoption + ability to change how you operate.

DataHub: The Agent Hackathon - Jul 6–Aug 10, 2026 · submit by Aug 10, 2026 5:00pm EDT - $20,500 cash - Online - Strong fit: agent + MCP b…

Grok Build still absorbing a secret full-codebase upload trust hit — /privacy + no-secret-repos is non-optional — Confirms the Jul 12–14 …

*agent-reach (Twitter/X via OpenCLI) sweep, 2026-07-06. ~46 searches, 15 results each, 170+ unique

*Targeted research to de-risk building L11 hill-climb (the harness self-improvement loop). 3 Sonnet lanes: (1) self-improvement mechanics…

*Third loop-research push, on the territory the first two didn't map. 4 Sonnet lanes: (A) observability & fleet health, (B) multi-agent t…

*The wide sweep. 5 agent-reach lanes across every live backend: (1) X/Twitter topic sweep, (2) Reddit agent-builder subs, (3) YouTube con…

> A practitioner's extraction of the high-ticket, implementable ideas from Matt Pocock's (@mattpocockuk) AI-engineering era (~late 2025 →…

*What makes a repo KEEP compounding stars after the launch spike — and what KILLS traction.