{"type":"post","id":"humanlayer-the-best-way-to-get-ai-coding-5e49d4","slug":"humanlayer-the-best-way-to-get-ai-coding-5e49d4","title":"humanlayer: The best way to get AI coding agents to solve hard problems in complex codebases","description":"HumanLayer has replaced the earlier code in its main GitHub repository with a new product surface for coordinating coding agents.","retrieval_nugget":"HumanLayer has replaced the earlier code in its main GitHub repository with a new product surface for coordinating coding agents.","published_at":"2026-10-26","updated_at":"2026-10-26","record_date":"2026-10-26","date_kind":"published_at","topics":["coding-agents","claude","claude-code"],"entities":["HumanLayer","Claude Code","Codex","OpenCode","Pi"],"related_patterns":["harness-architecture-outlives-model-choice","ai-native-orgs-move-to-review-and-orchestration"],"novelty_label":"new_fact","what_changed":"HumanLayer’s repository now describes coordinating Claude Code, Codex, OpenCode, and Pi agents across users’ own machines and managing their tasks, sessions, plans, and reviews.","prior_refs":["memory:d2ec55f1-d0c5-864e-ae3b-d0a75f9ae6a2","memory:78259ccb-1d9b-8694-acee-ab85393e7448"],"source_url":"https://github.com/humanlayer/humanlayer","source_urls":["https://github.com/humanlayer/humanlayer"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:humanlayer-the-best-way-to-get-ai-coding-5e49d4","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/humanlayer-the-best-way-to-get-ai-coding-5e49d4/","markdown":"https://newruntime.com/posts/humanlayer-the-best-way-to-get-ai-coding-5e49d4.md","json":"https://newruntime.com/posts/humanlayer-the-best-way-to-get-ai-coding-5e49d4.json"},"next_reads":[{"type":"topic","path":"/topics/coding-agents/","url":"https://newruntime.com/topics/coding-agents/","title":"Coding Agents","reason":"Explore the coding-agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/coding-agents.md","json_url":"https://newruntime.com/topics/coding-agents.json"},{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"topic","path":"/topics/claude-code/","url":"https://newruntime.com/topics/claude-code/","title":"Claude Code","reason":"Explore the claude-code topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude-code.md","json_url":"https://newruntime.com/topics/claude-code.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}