# AI-assisted development

> Where the LLM enters the development loop: code review, static analysis mixed with models, deterministic filters instead of prompts.

- Record count: 2
- Source: https://www.muhammetsafak.com.tr/en/labs/focus/ai-gelistirme/
- Language: en-US
- Author: Muhammet Şafak

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## All records

### SentryFixer: reading a Sentry error against the code and drafting the fix

- A Claude Code skill that reads a Sentry issue against the working tree and proposes a fix as a diff and a regression test, touching no file until approved.
- What it does today: Reads a Sentry issue against the working tree, produces a root-cause analysis and a fix plan, and touches no file without explicit approval. Anyone using Claude Code who needs to triage a production error can install the skill.
- State: Stable
- Maturity: Release candidate
- Form: Open source
- Started: 2026-07-01
- https://www.muhammetsafak.com.tr/en/labs/sentryfixer/
- Markdown: https://www.muhammetsafak.com.tr/en/labs/sentryfixer.md

### Local code review without letting the diff leave the machine

- A provider-agnostic Go CLI that has a model review my diff without the diff leaving the machine; it became CommitBrief.
- What it does today: Reviews code locally, with the diff never leaving the machine; the `Provider` interface lets Anthropic, OpenAI, Gemini and Ollama plug into one contract. Signed binaries are published — anyone who does not want to hand their diff to a cloud provider can install it.
- State: Became a product
- Form: Open source
- Started: 2026-01-01
- https://www.muhammetsafak.com.tr/en/labs/commitbrief-lab/
- Markdown: https://www.muhammetsafak.com.tr/en/labs/commitbrief-lab.md