Experimenting with tldraw, xyflow · React Flow · Svelte... Flow & Mermaid JS as visual ways to interact with a code base for interactive modern code review. Claude & Codex can generate so much code so quickly that we are going to need new ways to review and understand their work. Markdown documents, ERDs, tree-maps, flow-charts, systems architecture diagrams, process maps. These could be the new lingua franca of a higher level abstraction of software development. What you're seeing below is a visualisation of the database structure of a Laravel app, automatically generated in a visual code review tool to help with the review of a new feature.show more

My weekend project is to do a complete review... of Claude Code/Desktop... Stay tuned for the review I'll publish with everything I findshow more

Cursor Origin (Cursor Review) has been tested in a... closed beta with selected partners internally and will likely be announced later today. Users will get access to new tabs called Codebase and Review. > The Codebase tab will let users sync their repositories from Github. > The Review tab will be dedicated to the "agentic code review" process, in which users will be notified when their attention is required. Currently, the Cursor Origin page shows a waitlist form, which makes a lot of sense since they will have to copy a ton of code repositories. > "Code is moving faster than any infrastructure was built to handle. Origin was designed for this moment."show more

Introducing Pages on Superset mobile Your agents can now... deliver interactive demos, mockups, and reports as Pages you can review from your phone. Ask an agent to build a feature, compare designs, or investigate a problem. It can put the result in a Page with the context you need to review it and give feedback. A few ways to use it: • Feature work: try an interactive demo, then inspect the code in the PR. • Design reviews: compare mockups and before-and-after screenshots. • Investigations: explore findings, charts, and recommendations in one place. To try it, ask your agent to build a feature and create a Page for you to review.show more

A Refine review often surfaces errors that authors (and... other AI's) missed. A common request: can Refine check whether the issues are fully addressed in a new version of the work? We're happy to be rolling out a new feature that does exactly this with a new review. 1/show more

Agent workflow, tinkering with agent workflow visualisation, designed in... Figma, animated with Motion It was also a good opportunity to learn xyflow · React Flow · Svelte Flowshow more

Code reviews Codex goes beyond static analysis—it checks a... PR against its intent, reasons across the codebase and dependencies, and can run code to validate the behavior of changes. Set it up to auto-review new PRs in your repo, or tag @ codex.show more

if you use claude code, this will save you... real money. the problem: every time you make an edit, your ai rereads the whole codebase to figure out what changed. tens of thousands of tokens, every turn, for context it already had. this repo fixes it. it’s called code review graph, and it just maps your entire codebase: every file, every function, every connection laid out so you can see the actual shape of your project how to set up (2 min): 1. pip install code-review-graph 2. code-review-graph install - auto-configures Claude Code, Cursor, Codex, Gemini CLI + more 3. code-review-graph build change one function, and it traces exactly what that touches... every caller, every dependent file, every test. your ai only reads what's affected, not the whole repo. and the savings are wild. a task that used to burn ~100,000 tokens (about a dollar) now runs closer to a penny.show more

You can now review the code written by Claude... Code, Codex, OpenCode, and more directly in Warp, and send inline comments straight to the agent. It's like a PR review without having to leave your terminal. Try it out!show more

Claude Code 2.1.90 just dropped with a new /powerup... command Run it and you get interactive lessons that teach you how to use Claude Code right inside the tool. It's solid and has a lot of potential for learning directly in the terminal. Curious how the UI will look in VSCode and Claude Code Desktop. Going to keep digging into this new release!show more

I wanted to play around with Codex App Server... so made a little ePaper watch app for SQFMI watchy. You can get notifications, fetch recent threads, and do a quick action like "Review Code".show more

I had to write the same Claude Code prompt... 40 times in one month. Good news! Anthropic already made them. The official Claude Code prompts are sorted by task and role in the documentation and are ready to be copied and pasted. These prompts were drawn from what our teams use on a daily basis while working with Claude Code. Examples of the types of tasks these prompts cover include: * Planning * Debugging * Code review * Security * Automation Even better, each prompt describes why it works and what you're trying to achieve. This helps you learn what makes a good prompt, and eventually craft your own versions. The prompts are completely free, and we have the link below ⬇️show more

AI coding agents are moving past “write me code.”... They can now build, review, and improve the same project. So we connected Claude Code to Step 3.7 flash and gave it a real task.show more

best code review use case for Jev images so... far: PR screenshot in, the architecture and data flow behind it matched screenshot to matches in ~2 seconds Try it on your next PR:show more

Human review tooling, using Pierre's diff/tree components, is also... built in. In addition to leaving comments & asking targeted questions, the review UI can generate overviews (with visualizations) of a change to help spot high-level architectural issues and point you towards the areas that deserve your eyes the most.show more

Today we're launching new ways to learn in Claude... Code and the Claude app. First up: Claude Code now lets you customize communication styles with /output-styleshow more

Took Andrej Karpathy's advice and started asking the agent... for more visuals to walk through code. He's right. These models are so capable now. Here I asked for a before-and-after HTML explainer on a PR that adds caching to our mobile app. Opus 5.5 gave a step-by-step diagram of the new flow, screenshots, and pointed me to the code worth reviewing. No skills being used here; it just knew what to show. Saved a lot of time and let me align on architecture before opening GitHubshow more

How we prototype using Claude Code Prototyping used to... be so time-consuming that you could only afford to make 1 or 2. Claude Code changed that, now we build dozens of prototypes for a single feature Here's how we rebuilt the todo list, with the actual prompts included:show more