Wiring MCP Servers Into Claude Computer Use Agents
Wire tools and MCP servers into Claude computer use: auth, JSON schemas, structured error handling, idempotency keys, and safe retries for production.
8 min read
Agentic AI & LLMs
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Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Claude Computer Use Patterns: Prompts, Tools, Context
Reusable Claude computer use patterns: operating-procedure prompts, hybrid structured tools, screenshot pruning, recovery rules, and explicit done signals.
7 min read
Build a Claude Computer Use Agent: Step-by-Step Guide
Step-by-step Claude computer use build: set up the display, declare the tool, write the agent loop, dispatch actions, and run a real task end to end.
7 min read
How Claude Computer Use Works: Architecture Internals
Inside Claude computer use: the screenshot-action loop, the computer tool, coordinate grounding, and the harness architecture that makes it reliable.
8 min read
49× Token Reduction: Inside The Open-Source Tool Eating Cursor's Lunch
On a NextJS monorepo with 27,732 files, Code-Review-Graph trims AI context to ~15 files. Here is the architecture, the math, and why it matters for the future of AI coding.
12 min read
How Bangalore Engineering Teams Use Claude Code 2.1
A practical engineering deep dive into Claude Code 2.1 Bangalore, covering architecture, tradeoffs, and what production teams need to know about India developer tooling.
8 min read
Bedrock Agents Powered by Claude: A Reference Architecture
Infrastructure-level look at Bedrock agents Claude, including AWS agent infrastructure, deployment topology, region availability, and cost considerations.
12 min read
Sydney Engineering Teams Embrace MCP 1.0
A practical engineering deep dive into MCP Sydney, covering architecture, tradeoffs, and what production teams need to know about Australian AI.
10 min read
Tool Use Reliability in Claude Sonnet 4.6: What Improved
A practical engineering deep dive into Claude Sonnet 4.6 tool use, covering architecture, tradeoffs, and what production teams need to know about function calling reliability.
6 min read