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Agents

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Anthropic runs four role-based Claude certifications: Associate – Foundations, Developer – Foundations, Architect – Foundations and Architect – Professional. Mo…

Nov 9, 20269 min read
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Claude Code is an agent that works in your project: it reads files, edits them, and runs commands such as your test suite. That makes the first session differen…

Aug 18, 202612 min read
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The Claude Agent SDK gives your own programs the same agent loop that runs Claude Code: you call query() with a prompt and options, and Claude reads files, runs…

Aug 18, 202613 min read
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Running several Claude Code sessions in separate terminals works until you lose track of which one is waiting for you. Agent view, opened with claude agents, is…

Aug 18, 202612 min read
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Some tasks are bigger than one conversation can coordinate: audit every route handler for missing auth checks, migrate 500 files, cross-check a research questio…

Aug 18, 202614 min read
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LangChain, LlamaIndex, and the Claude Agent SDK all help you build applications where a model calls tools, but they start from different centres of gravity. Lan…

Aug 1, 202613 min read
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Two Claude Code sessions in the same checkout edit the same files, and sooner or later one overwrites the other's work or runs the tests in the middle of the ot…

Aug 18, 202613 min read
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Plan mode is the Claude Code permission mode for thinking before touching code. Claude reads files, runs commands to explore, and writes a plan, but does not ed…

Oct 18, 202612 min read
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A Claude Code skill is a folder with a SKILL.md file: YAML frontmatter that says what the skill is for, and markdown instructions Claude follows when it runs. Y…

Oct 18, 202615 min read
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An AI agent that calls tools sounds like it needs a framework. It doesn't. The model never runs anything itself: it returns a structured request to call a tool,…

Oct 19, 202614 min read
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Open a chat with an LLM and ask it to fix a bug, and the best you get back is a suggested diff you copy into your editor by hand — the model never touched your …

Jul 31, 202611 min read
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Tell an agent to book a one-way flight from Seattle to Austin and the airline has no public booking API — the only way in is the same website a human customer w…

Jul 29, 202611 min read
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Running one AI coding agent on a task is easy. The moment you want three or thirty of them working at once — without two agents editing the same file, without l…

Jul 25, 202616 min read
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Timeline slides about Claude Code usually stack five gold dates and call it a rise. Dates are useful only when you ask what capability boundary moved at each ma…

Jul 21, 20267 min read
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An issue says ORD-142: checkout-api resets after 30 seconds. Every AI coding product claims it can fix the bug, run tests, and open a pull request. The useful q…

Jul 21, 202610 min read
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A support ticket that needs docs, a tool call, and a model reply does not need twelve equal "frameworks." It needs an orchestration lane, a retrieval lane, a se…

Jul 17, 20269 min read
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AI agents rarely work alone. They read files, query databases, call business APIs, and sometimes delegate work to other agents. Without shared contracts, every …

Jul 16, 20268 min read
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A prompt is only one part of a production AI system. Engineers also need vocabulary for execution loops, tool connections, model access, cost, evaluation, safet…

Jul 16, 20266 min read
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A chatbot answers one prompt at a time. An agentic AI system accepts a goal, selects actions, calls tools, observes results, and loops until it reaches a termin…

Jul 5, 202612 min read
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Artificial intelligence is not here to replace .NET developers. It is here to extend what they can build. The fundamentals you already know — services, APIs, da…

Jul 1, 20266 min read
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