Anthropic's Code Review AI is designed to catch bugs before they make it into the software's codebase, addressing issues introduced by AI tools that generate code quickly.
Why it matters
The launch of Code Review highlights the growing need for AI tools that can catch bugs and improve the quality of AI-generated code in large-scale enterprise environments.
Community talk
Open WebUI’s New Open Terminal + “Native” Tool Calling + Qwen3.5 35b = Holy Sh!t!!!
[Project] Karpathy autoresearch project— let AI agents run overnight LLM training experiments on a single GPU
I was backend lead at Manus. After building agents for 2 years, I stopped using function calling entirely. Here's what I use instead.
Two Claude Code features I slept on that completely changed how I use it: Stop Hooks + Memory files
Claude Code Review is $15–25/PR. That sounds crazy. Anyone running the PR-review loop with their own agent orchestrator?
# PSA: The Serena plugin in Claude Code's official marketplace opens your browser without consent, has shell access, and is nearly impossible to remove
HuggingFace have shared the The Synthetic Data Playbook
(Llama.cpp) In case people are struggling with prompt processing on larger models like Qwen 27B, here's what helped me out
Local RAG with Ollama on a laptop – indexing 10 thousand PDFs
CodeGraphContext - An MCP server that converts your codebase into a graph database, enabling AI assistants and humans to retrieve precise, structured context
I let Claude Code monitor its own Lighthouse scores and fix them in real time. Ended up with 95/100/100/100 on PageSpeed Insights.
I built a Fusion 360 MCP server so Claude AI can design objects from a single chat message
Become a Claude Community Ambassador
To everyone using still ollama/lm-studio... llama-swap is the real deal
Managing coding agent sessions with a spec-driven plugin framework in the terminal
This is the most useful thing I've found for getting Claude to actually think instead of just respond
Who are the actual consumers for vibe-coding mini-app builders?
Why asking an LLM "Why did you change the code I told you to ignore?" is the biggest mistake you can make. (KV Cache limitations & Post-hoc rationalization)
OpenAI quietly changed the limits in Codex (Plus plan)
I built a "Prompt Booster" for Gemini Gems.
I asked Claude what it'll be like when it's 25 years old
Your Prompts are technical debt and no one’s treating them that way.
The prompts aren't the hard part. The persistent context is.
Running DeepSeek V3.2 with dense attention (like in llama.cpp) makes it a bit dumber
I built a code intelligence platform with semantic resolution, incremental indexing, architecture detection, and commit-level history.
if you add "extremely lazy person here" to prompts you get way simpler solutions
Google has been releasing a bunch of free AI tools outside of the main Gemini app. Most are buried in Google Labs. Here's the list, no fluff:
I built a linter for LLM prompts - catches injection attacks, token bloat, and bad structure before they hit production
Bringing Code Review to Claude Code
I tracked 100M tokens of Coding with Claude Code - 99.4% of my AI coding tokens were input. If we fix that, we unlock real speed.
Claude Cowork is magical
Prompt Optimizer
I mapped 137 AI tools and how they actually connect in real workflows
PRO TIP | Claude stores every prompt you've ever sent in ~/.claude/history.jsonl
[P] TraceML: wrap your PyTorch training step in single context manager and see what’s slowing training live
Using agent skills made me realize how much time I was wasting repeating context to AI
3 repos you should know if you're building with RAG / AI agents
I made a Claude Code plugin that plays DOOM while Claude is thinking
I built an interactive website that teaches Claude Code by letting you explore a simulated project in your browser
Claude Code Desktop Scheduled Tasks
[Project] Extracting vector geometry (SVG/DXF/STL) from photos + experimental hand-drawn sketch extraction
Claude Just Fixed Its Most Annoying Developer Problem
I got tired of babysitting every AI reply. So I built a behavioral protocol to stop doing that. Welcome A.D.A.M. - Adaptive Depth and Mode. Free for all.
Is anyone else getting surprised by Claude Code costs? I started tracking mine and cut my spend in half by knowing what things cost before they run
We open-sourced Vet: a code review tool that catches when agents aren’t telling the truth (local models, zero telemetry)
prompt caching saved me ~60% on API costs and i'm surprised how few people use it
[P] Bypassing CoreML to natively train a 110M Transformer on the Apple Neural Engine (Orion)
I've been using "explain the tradeoffs" instead of asking what to do and it's 10x more useful
ClaudeCode Usage on the Menu Bar
I built an open-source desktop app that assembles a council of AI models to answer your questions together
AI developer tools landscape - v3
Helping 5.4 thinking be a tiny bit better
Claude Code tried to read my SSH keys and credentials. I built a free firewall for it.
Prompting is starting to look more like programming than writing
I needed a good prompt library, so I made one
I can't read code, so I made Claude Code build a pixel world where I can actually see it working
I was using Notion to store my AI prompts, but it felt messy. I wanted something simple and clean .So I built a small HTML tool just for organizing prompts.
Is it just me or Claude massively increased the usage limit on free tier?
PSA: Get $100 free Anthropic (Claude) API credits today. No catch, ends in like 24h.
I built a multiple-widgets Iron Man-style command center inside Obsidian that monitors my Claude Code sessions, manages AI agents, and accepts voice commands
OpenAI quietly reset weekly limits early - anyone else notice?
my company pays for everything, should i just always use opus? (claude code)
Good prompts slowly become assets — but most of us lose them