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Faylee turns a bug report into one link your coding agent can open over MCP and fix from

Listed as a new launch on Oct 31, the Chrome extension records the screen, console, network requests and click steps on one timeline, redacting tokens, cookies and card numbers before upload, and its MCP server (claude mcp add --transport http faylee https://app.faylee.app/mcp) lets Claude Code, Codex, Cursor or OpenCode pull any moment, fix the code and comment back on the recording. Free covers 3 members and 30 recordings a month (MCP docs).

Read at faylee.app

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fastbrowse, an MIT browser agent, picks clicks from the page's real elements instead of screenshots

Launched Oct 30 on Show HN and Product Hunt, it lists each page's buttons, links and fields and has a small choice model (Jev) pick the next step, falling back to a cheap LLM when unsure, cites a page quote for every claim, and holds submit, pay, delete and send until your code allows them; try it with uvx fastbrowse "..." local or via its MCP server and agent skill. The makers report $0.030 per run versus $0.318 for Browser Use's hosted agent on their own 46 task suite, so treat that as self reported (Show HN recap)…

GitHub (agent-labs-dev/fastbrowse)

Mika, an open-source Android agent that works apps on a hidden screen, adds an MCP server for desktop agents

The Apache 2.0 public beta app drives your installed, signed in apps on a separate virtual display without root (Android 12+, 14+ recommended), using your own model key, and since Oct 31 a token protected USB connection at http://127.0.0.1:8765/mcp lets Claude Code, Cursor or other MCP clients hand it phone tasks with tools like mika run task and mika wait task . LAN access is off by default and payment confirmations still have to be tapped on the phone (Nvdium)…

GitHub (wangzan101/Mika)

GitHub Actions workflow lockfiles are now GA, including on Free and Team plans

Run gh actions lock to write .github/workflows/actions.lock , which pins every action your workflows use (transitive ones included) to an exact commit even if the tag moves, and Dependabot now updates the lock in the same PR. After a preview limited to Enterprise Cloud, it's out on Free, Team and Enterprise, with a Require lockfile policy and a stale lockfile check you can run in CI…

GitHub Changelog

SenseTime open-sources SenseNova-Loop-9B-Preview, a multimodal model that runs its middle layers twice

Released Oct 30 under Apache 2.0, the 9B text and image model reuses a block of 24 decoder layers twice with shared weights, giving about 14.6B parameters' worth of compute per pass, with 262K token training context aimed at long context coding and tool use agents. It's a preview: loading needs trust remote code=True (about 38 GB of BF16 weights) and there's no technical report yet, so treat its benchmark chart as unverified (GitHub)…

Hugging Face (sensenova/SenseNova-Loop-9B-Preview)

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