ast-grep Reviews

GitHub Actions Reviews

ast-grep mentions (24)

• The Self-Driving Codebase: Full Agent Automation with Otter

  The previous post covered how we structured the codebase: Effect conventions, ast-grep enforcement, Drift, and CLAUDE.md to collaborate with Claude Code. You describe what you want, review the output, iterate. That works well. This post is about what happens when you step away entirely: giving the agent a list of issues and letting it work through them while you do something else. In autonomous mode, there's no... - Source: dev.to / 2 months ago

• How we use Effect and ast-grep to make our codebase work better with agents

  We use ast-grep as a structural syntax scanner that operates on the syntax tree of code (using tree-sitter under the hood). You define patterns in a YAML file, and it matches those patterns against the codebase. Critically, it’s run as part of the CI pipeline and configured to exit with an error when a banned pattern is found. And they have to be errors, not warnings. We learned this the hard way. Warnings get... - Source: dev.to / 3 months ago

• Less human AI agents, please

  I linked this elsewhere but, the agent could have a skill to use https://ast-grep.github.io/ to perform such mechanical code changes. - Source: Hacker News / 3 months ago

• Less human AI agents, please

  The proper tool for this is ast-grep (sg) https://ast-grep.github.io/ And an agent can learn to use sg with a skill too. (Or they can use sed) The issue is, at every point you do a replace, you need to verify if it was the right thing to do or if it was a false positive. If you are doing this manually, there's the time to craft the sed or sg query, then for each replacement you need to check it. If there are... - Source: Hacker News / 3 months ago

• Be intentional about how AI changes your codebase

  We use https://ast-grep.github.io (on a pre-commit hook). Bridges the linter gaps nicely. - Source: Hacker News / 4 months ago

GitHub Actions mentions (330)

• Building an agentic PR reviewer with Antigravity SDK

  With this transition timeline in place, development teams relying on Gemini CLI for repository management and automated tasks must establish a migration path. In this post, I will show you how to transition seamlessly by building an automated "first-pass" pull request reviewer using the Google Antigravity SDK and the run-agy-sdk composite GitHub Action. - Source: dev.to / about 1 month ago

• How to Build a CI/CD Pipeline from Scratch

  Choose a Git platform. GitHub, GitLab, or Bitbucket. All three provide CI/CD capabilities. GitHub Actions and GitLab CI are the most popular and best-documented. - Source: dev.to / about 1 month ago

• How I built pairwise AI model compare pages with Claude Haiku and a budget cap

  Drive pair selection from search query logs. Right now I pick pairs by download rank. A better signal would be which pairs users actually search for. Pagefind runs client-side and doesn't log queries to any server, so I'd need a thin logging endpoint — something like a POST to a GitHub Actions-triggered function that appends to a JSONL file. Then the ETL reads the top-N ungenerated pairs from the log. This is a... - Source: dev.to / about 2 months ago

• The top 15 developer productivity tools in 2026

  GitHub Actions lets developers automate workflows directly within GitHub. You write YAML workflow files that trigger on repository events to build, test, and deploy code. Actions provides hosted runners and supports matrix builds, so you can test across multiple OS versions in parallel. - Source: dev.to / 2 months ago

• Jenkins as a Code, or how I stopped clicking around in the UI

  On merge, GitHub Actions applies infra changes via Terraform, and the Jenkins seeder picks up new DSL files on its next poll. - Source: dev.to / 2 months ago