#agent

Developer deep dive: how the three agent protocols divide the work. MCP lets models connect to tools and data, A2A lets different agents collaborate with each other, and NLWeb lets websites be accessed in natural language.

A beginner tutorial: the context window is limited. It explains the types of context, how to plan for them, the four techniques of writing, selecting, compressing and isolating, and common context failures.

A beginner tutorial: agents without memory start from scratch every time. Explains the differences between working, short-term, and long-term memory, how to store them, and how memory helps agents get better with use.

Advanced developer tutorial: what Microsoft's Agent Framework offers: five multi-agent orchestration patterns, observability, security, durability and human-in-the-loop approval, plus core concepts such as agents, tools and conversation threads.

An advanced developer tutorial: how browser agents read pages, click buttons and extract data; when to use an agent approach versus precise control; and the safety guardrails to set up before going live.

Developer advanced tutorial: the difference between prototype and production-grade agents, three deployment approaches, the lifecycle, and what to add for scaling, observability, cost, and enterprise governance.

Advanced developer tutorial: running agents with small models on your own computer, the three benefits of privacy, cost savings and offline use, what small models are good and bad at, and how to pair local tools, retrieval and MCP.

Advanced developer tutorial: Agent logs can be altered, so what can you use to prove integrity during an audit? Use signed receipts to record each tool call, hash chains to prevent deletion and tampering, and clarify what they can and cannot prove.

A beginner tutorial: install the desktop app, set the working directory, permission mode and Browser Subagent before you start, then learn common commands like /plan, /boost and /browser, connect Notion and Obsidian, and use the Flash model to save quota.

Agents get less obedient the more you use them, usually because AGENTS.md has piled up too much. Write only what the agent can't see for itself and that really affects results, prune it regularly, and include a cleanup prompt.

Someone has put together 10 reverse-engineering Skills and integration solutions for Agents: comprehensive analysis, scenario routing, Android interfaces, product analysis, lightweight command line, CTF, IDA assistance, JS signatures, and an all-in-one lab. We have added all of them to our site's Skill pages, with selection advice, license differences, and authorization reminders.

Want to recreate a video? First decide whether you want to learn how it was made or rebuild an editable copy of it. REA-Video is open source and free, breaking down each shot into visuals, subtitles, editing and sound. HyperFrames reverse-any-video is a Pro feature that rebuilds an editable project and compares it frame by frame with the original. Includes tool selection, hands-on steps and FAQ.

A double-click-to-open HTML renovation designer: the floor plan is restored, editable in 2D and 3D, includes furniture and plumbing/electrical, and can export construction drawings and CAD files.