Building Effective AI Agents
…Routing easy/common questions to smaller, cost-efficient models like Claude Haiku 4.5 and hard/unusual questions to more capable models like Claude Sonnet 4.5 to optimize for best performance…
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Claude
Claude is an AI assistant developed by Anthropic that uses large language models to generate text and support conversational tasks.
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How I fixed the most annoying thing about Claude in less than five minutes
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Top stories
Most people think Claude is just for coding — here's what I actually use it for
…But Claude is a family of AI products from Anthropic, which includes Claude Code, Claude Cowork, and the chatbot Claude AI. The latter is mainly what I’m concerned with as a…
Introducing GitLab Orbit
…Connect Claude Code to GitLab Orbit through Model Context Protocol ( MCP ) and it stops crawling. It asks the graph the questions it was trying to reconstruct by iterating where does this code…
I tried Cursor, Claude Code, and Google Antigravity for a month and I have a clear winner for you
…This means it can autonomously read files, write code, run commands, and iterate — all from within your terminal environment. Not quite. Unlike Cursor's GUI editor experience, Claude Code works primarily as…
Discussions and forums
Show HN: Peek-CLI: Let Claude Code iterate on front end designs
Show HN: Peek-CLI: Let Claude Code iterate on front end designs
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Show HN: Agentcad – Claude Code's favorite CAD tool
Think of it as CAD software for your agent. Allows your agent to "see" what it's designing and iterate on it before it hands it back to you.
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Show HN: Ralphy – open-source autonomous Claude Codd built on the Ralph loop
Hi HN,Ralphy is a tool that runs Claude Code in an autonomous loop overnight: you queue up tasks, and it works through each one to completion (plan → execute → validate → iterate → commit to a branch) unattended.I built …
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Show HN: A Pipeline for Making 10-minute AI Movies with Claude Code and Seedance
I've been working on this Claude Code pipeline for making 10-minute movies, gluing together Seedance (videogen), Nano Banana (image gen), and ElevenLabs (voice gen), and using Claude as the director. My repo contributes …
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Show HN: Flashtype – Markdown editor for Claude and Codex with in-line diffs
I wanted to better markdown editor for collaborating with Claude/Codex and built Flashtype (https://github.com/opral/flashtype):- opens local markdown files- Claude/Codex natively integrated (with my existing subscriptio…
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I replaced Claude Code with Codex, but not for smarter AI
…Claude Code is an amazing orchestrator A real project partner Before seriously trying other AI coding tools, I used Claude Code a lot in my daily work, and it honestly changed how…
I ditched NotebookLM for Claude Projects and I’m not going back
…That is where Claude Projects comes in . It doesn’t just want to help me read my data; it wants to help me build the next iteration of it. I realized this…
Claude's memory learned my patterns better than I knew them myself
…For example, here's what Claude says about me: His workflow is iterative and accuracy-focused, with a strong preference for technically precise and defensible language over punchy-but-inaccurate phrasing. He…
ChatGPT finally got the memory transparency feature it needed — it still isn't enough to beat Claude
…code iterations once the chat grows large. Sometimes it'll inexplicably trim long sections, seemingly to abide by some invisible limit on how lengthy its response is allowed to be. Claude isn…
I thought Gemini was enough until I finally tried Claude
…Compared to Gemini, which generally feels more open for repeated, quick use, Claude’s limits are easier to run into if you are using it for iterative, back-and-forth tasks. It…
JetBrains' new AI-first 'IDE' JetBrains Air is now on Windows
…You can iterate on this plan, add references to specific classes or files, and choose whether to run the agent locally or inside an isolated Git worktree. Running agents in parallel means…