Building Effective AI Agents
…Workflows are systems where LLMs and tools are orchestrated through predefined code paths. Agents , on the other hand, are systems where LLMs dynamically direct their own processes and tool usage, maintaining control…
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Videos
More videosYou need to stop ignoring CLAUDE.md files
…Related Claude Code's real power comes from the tweaks nobody wants to talk about Claude Code gets better when you stop chasing flashy workflows and start tightening the boring setup details…
My local LLM can call Claude when it's stuck, and it changed everything about my local-first setup
…the local model ran into, relevant code snippets or logs, and a concise summary of the conversation or workflow up to that point. Once Claude returns a response, the local model uses…
I connected Claude to my calendar, email, and notes, and it stopped feeling like a chatbot
…This means that Claude can directly reach into those apps, read my emails, and check my calendar in real time. My note-taking system runs entirely on Claude Code, and there's…
Top stories
I ran the same complex prompts on ChatGPT, Claude, and Gemini — the results surprised me
…Vibe coding and architecture test ChatGPT takes the lead This test demands a single, self-contained HTML file featuring a markdown parser, a multi-tagging system, a dynamic sidebar, and an OLED…
GitHub Copilot CLI now supports Copilot auto model selection - GitHub Changelog
…How it works Auto is dynamic, giving you reliable access to your favorite models while mitigating rate limits. It routes to models like GPT-5.4, GPT-5.3-Codex, Sonnet 4…
I tested Claude’s new interactive visuals, and they’re changing how I explain things
…What are Claude's interactive visuals? Dynamic, "explorable" visuals embedded directly in responses On March 12, Anthropic announced a new beta feature that brings interactive visuals directly integrated into Claude's chat…
Discussions and forums
Dynamic Workflows in Claude Code
Dynamic Workflows in Claude Code
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A harness for every task: dynamic workflows in Claude Code
A harness for every task: dynamic workflows in Claude Code
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Are AI agents reintroducing problems software engineering already solved?
Working with agent workflows lately, I've started feeling like we're just reintroducing a bunch of problems software engineering already spent years solving. Once an agent gets past the "Hello World" stage, its behavior …
A harness for every task: dynamic workflows in Claude Code
A harness for every task: dynamic workflows in Claude Code
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Ask HN: About Claude Code's New Feature: Dynamic Workflows
Claude Code's new feature, "Dynamic Workflows," is designed for long-running (from several hours to multiple days) and parallel tasks. Since progress is preserved even if work is interrupted, you can resume without start…
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Full-Stack Optimizations for Agentic Inference with NVIDIA Dynamo | NVIDIA Technical Blog
…Agent framework that drives the workflow (Claude Code, Codex, OpenClaw, OpenCode, etc.) Orchestrator : Dynamo’s routing, scheduling, and cache management layer Runtime : Inference engine that executes the model and owns the KV…
I wrote a script to run Claude Code with my local LLM, and skipping the cloud has never been easier
…for agentic coding workflows, so it understands tool calling, multi-step planning, and file editing in a way that most local models simply don't. Paired with the Claude Code harness, it…
Apple Outlines Major AI and Developer Tool Updates at 2026 Platforms State of the Union
…Free Private Cloud Compute access for smaller developers, image input support, server-side model support (Claude, Gemini, and others), Dynamic Profiles for multi-agent workflows, and open source release later this summer…