oMLXReview: local models for coding agents

Opslane is an open-source error tracker that hands you a fix instead of a dashboard. You add a browser SDK that records errors, console logs, network requests and user sessions, with form inputs hidden by default. An AI agent then looks into the bugs your users actually run into, reproduces them in a sandbox, writes a fix and opens a pull request, but only once it can show the fix works. It never merges anything. You review the PR like any other. Issues are ranked by how many users they affect. It also watches session recordings for problems that never throw an error, like rage clicks, dead buttons and forms people give up on. Every day you get a Slack digest of fixes ready to merge and issues that need a decision. It's MIT-licensed, self-hosts from one Docker Compose file, and for now covers browser JavaScript apps with code on GitHub. This one is for developers.

ClawsGO Science is a research agent with its own cloud computer. Give it a task in plain English, such as "pull the 2020–2026 trials comparing two treatments, run a meta-analysis, and draft the results section," and it searches the literature, screens papers, extracts the data into CSV tables, runs the statistics in Python, draws the forest plot, and writes the draft with citations. LaTeX manuscripts compile straight to PDF. Every search, command, and file edit is logged and replayable, so you can check the work instead of trusting it. You can point it at your own files with @, switch the underlying model per task, or connect a lab GPU over SSH for heavy jobs. It's aimed at researchers, but also at consultants, policy analysts, and due-diligence teams. The cloud machine isn't billed separately; you pay for model use in credits, and plan prices sit inside the app.

Yap's audio-to-text page turns a recording or a video into text you can edit, plus SRT or VTT subtitles. Drop an MP3, M4A, WAV, FLAC, or a video file on the page. Whisper runs in the browser, so the file never uploads and there is no account. English has its own mode. Any-language mode picks among 99 languages and writes what it heard, without translating. A file can be 60 minutes and 300 MB. The first visit downloads the model, about 80 MB, or about 165 MB if the browser can use the graphics chip. The transcript grows as each short section finishes. Fix names in the box, then copy it or save .txt, .srt, or .vtt. The model is small, so names, crosstalk, music, and a noisy room come out worse than a cloud transcript, and speakers are never labeled. Yap's paid app is separate. After three free days it is $6.90 a month, and it types into the window you have open. This page is only the file.

UseIt Studio designs things you can hold: pins, stickers, cards, invitations, mugs, menus, and gift boxes. Describe the object, and when a detail is off, select that part and say what to change. Type "Crop out the yellow cube and make it red" and only the cube turns red while the rest of the artwork stays put. One look can also carry across a whole set, from cups and tote bags to packaging. What you get back is ready for production. A lidded gift box comes as a flat template you edit next to a live 3D preview, sized at 200 × 170 × 60 mm. For acrylic standees and stickers, UseIt traces the cut line around your art and adds the white-ink layer printers ask for, then exports a print PDF or hands the file over to Illustrator. It runs in your browser, and there's a Windows app as well. The homepage doesn't list a monthly price. You spend credits inside the studio.