You Ship, We Listen: OpenHands Community Q&A скачать в хорошем качестве

You Ship, We Listen: OpenHands Community Q&A

A candid community call covering the Refactor SDK (commercial beta) vs. the open-source Software Agent SDK, model-agnostic design, and practical pain points using coding agents on legacy code. We discuss Docker tradeoffs at scale, benchmarking plans (SWEBench/VersaBench), tool-calling reliability across providers, and customization patterns for repetitive tasks. Upcoming events mentioned include AI Native DevCon on Tuesday–Wednesday, November 18–19, 2025, and an NYC “Coding with AI” meetup on Wednesday, November 19, 2025 at 6:00 ET (23:00 UTC), plus QCon AI on Tuesday–Wednesday, December 16–17, 2025. youtube_summary_template Chapters 00:00:00 — Hello & setup 00:02:17 — “What’s your OpenHands experience?” 00:03:18 — Refactor SDK vs open source 00:04:22 — What Refactor SDK is (commercial beta) 00:05:20 — Software Agent SDK overview 00:06:17 — Example use cases (PR reviews, tests) 00:07:27 — Model-agnostic, judge/ensemble usage 00:08:22 — Why the SDK: customization control 00:09:48 — MIT license; scaling with Refactor SDK 00:11:11 — Philosophy: autonomy vs workflow fit 00:12:29 — Benchmarks, autonomy, and guardrails 00:15:08 — One general agent, “skills,” MCP 00:17:53 — Enterprise adoption: OSS, security, Docker 00:20:54 — Local constraints (RAM, Electron, skills) 00:23:06 — Legacy code: exploration tactics 00:25:37 — Testing coverage: tooling gaps 00:27:59 — Refactors vs rewrites with tests 00:30:33 — New voice: spreadsheet automation case 00:33:25 — Docker at scale: perf/footprint 00:34:40 — Ideal install: harness & cheap fast LMs 00:38:15 — “What’s missing?” product gaps 00:39:25 — Tool-calling reliability across models 00:41:22 — Benchmarks plan & model list requests 00:42:40 — Provider variance & Exacto endpoints 00:43:52 — Share links; ask for trajectories 00:45:28 — Publishing trajectories: next steps 00:46:46 — Thanks & community feedback channel 00:48:20 — NYC events: dates, speakers, coupons 00:49:34 — QCon AI NYC & newsletter 00:50:52 — Recording/share permissions 00:52:13 — Wrap-up & next community call Quick Links: OpenHands Cloud — app.all-hands.dev Join the OpenHands Slack — openhands.dev/joinslack GitHub (new org) — https://github.com/All-Hands-AI/OpenH... Release Notes https://github.com/All-Hands-AI/OpenH... Next community call (Thu Nov 13, 12pm ET / 17:00 UTC) — https://luma.com/d0ormxb4 AI Native DevCon — https://luma.com/rshsa699?tk=6r2D8V ** Discount codes: RAYM25 or OPENHANDS25 (25% off) ** Coding with AI (NYC side event, Nov 19 @ Alumni Ventures) — https://luma.com/coding-with-ai-nov-2025 AI Engineer Code Summit (Nov 20–22; Robert’s workshop Nov 22) — https://www.ai.engineer/code Generation AI (Paris) — https://www.generationaiconf.com/even... QCon AI (NYC, Dec 16–17) — https://ai.qconferences.com/