Cyclopt Companion
Sast and Source code analysis
What it does
Whether you write code yourself, with AI, or receive it from others, Cyclopt ensures it will be safe, maintainable, and reusable.
Does a similar job
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- CSContinue – Source-controlled AI checks, enforceable in CIFeb 2026 · docs.continue.dev · ▲44
We now write most of our code with agents. For a while, PRs piled up, causing review fatigue, and we had this sinking feeling that standards were slipping. Consistency is tough at this volume. I’m sharing the solution we found, which has become our main product. Continue (https://docs.continue.dev) runs AI checks on every PR. Each check is a source-controlled markdown file in `.continue/checks/` that shows up as a GitHub status check. They run as full agents, not just reading the diff, but able to read/write files, run bash commands, and use a browser. If it finds…
- JCJuno – Code Interpreter in Your Jupyter Notebook2023 · getjuno.ai · ▲25
ChatGPT Code Interpreter is a game changer for data cleaning, analysis, and plotting, but as early users my friend @amauboussin and I were frustrated that there is no easy way to work on top of its results. You can’t edit code, install packages, work on large datasets, collaborate with teammates, or use it for privacy-sensitive workloads. So we built Juno to bring the power of Code Interpreter to your local Jupyter notebook. It understands your data, generates code directly in your notebook, and can fix its own errors. We’ve found ourselves using it for tons of analysis tasks at our…
- IBI built a PR listener and ruleset to detect malicious code in CI/CD2025 · github.com · ▲13
I built a GitHub app that detects it in pull requests, notifies or blocks them. Alongside it, I published a Semgrep ruleset for any stage of the CI/CD. I started this after getting frustrated by all the FUD around malicious code - lots of noise, little effort to solve it. Having said that, it's still a major attack vector - a stored RCE, with the codebase itself as the sink. Feedback is appreciated. The app, PRevent - https://github.com/apiiro/PRevent The ruleset: https://github.com/apiiro/malicious-code-ruleset The research:…
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Hey HN! I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and coding agents. I didn't write a single line of code. Of course no-code doesn't mean no-engineering. This project took a lot more manual labor than I'd hoped! I wrote a deep dive on the workflow and some thoughts about the future of AI coding and creativity: http://cannoneyed.com/projects/isometric-nyc
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