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Research acceleration: The view inside OpenAI

Simon Willison

OpenAI's RSI day highlights internal use of coding agents, with a chart showing significant daily spend per researcher on agents, indicating agentic engineering's rise in 2026.

Ask HN: How do you manage skills files?

Hacker News

Developers on Hacker News are sharing practical methods for organizing AI agent 'skills' files, such as using Home Manager repos, while debating their long-term value as model capabilities evolve.

GitHub Repos

Panniantong/Agent-Reach

78.5k stars | 6.8k forks

Give your AI agent eyes to see the entire internet.

# Python# agent infrastructure# ai agent

cft0808/edict

16.8k stars | 1.8k forks

🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails

# Python# ai agents# ai orchestration

browserwing/browserwing

1.4k stars | 129 forks

BrowserWing turns your browser actions into MCP commands Or Claude Skill, allowing AI agents to control browsers efficiently and reliably.

# Go# aibrowser# golang

Research Papers

No-Regret Bayesian Optimization with Finite-Library Input-Warped Kernels

arxiv 2026 (Preprint)

Finite-Library Input-Warped Bayesian Optimization (FLIWBO), which selects warps from a finite library of smooth input maps by any history-dependent rule, and adapts the input geometry to accelerate learning while retaining high-probability convergence guarantees under mild...


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