Debugging Claude Computer Use: Loops & Bad Tool Calls
Fix the top Claude computer-use bugs: loops, wrong tool calls, and hallucinated arguments. A practical trace-driven debugging guide for browser agents.
8 min read
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Latest articles
Prompt and Context Design for Claude Computer Use
Context engineering for Claude computer use: what to include, what to leave out, rolling summaries, prompt structure, and how to tune it empirically.
7 min read
Wiring MCP Servers Into Claude Computer-Use Agents
Wire MCP servers into Claude computer-use agents: scoped auth, typed JSON schemas, structured error handling, and idempotency keys for effectful tools.
7 min read
Reusable Patterns for Claude Computer-Use Agents
Code-level patterns for Claude computer and browser use: perceive-decide-act, screenshot budgeting, element refs, idempotent retries, and verification.
6 min read
Build a Claude Browser-Use Agent: Step-by-Step Guide
Step-by-step build of a Claude browser-use agent: sandbox, the action loop, DOM targeting, screenshot pruning, verification, and safety gates.
7 min read
How Claude Computer Use Works: The Full Architecture
Inside Claude's computer and browser use: the screenshot loop, the action tool, coordinate grounding, sandboxing, and where latency and safety live.
7 min read
Where Claude Code Threat Detection Is Heading Next
Where agentic Claude Code threat detection is heading next — multi-agent investigation, MCP tool ecosystems, compounding skills — and how to prepare today.
7 min read
Building an HVAC After-Hours Emergency Escalation System: A Complete Engineering Guide
How we built a fault-tolerant HVAC emergency triage and tech-dispatch platform on Kubernetes — three-tier CQRS, 11 micro-agents on the OpenAI Agents SDK + LangGraph, NATS JetStream, DTMF/SMS/WebSocket acceptance, circuit breakers, and an evaluation pipeline that catches regressions before they wake a tech at 3 AM.
14 min read
How to Measure a Claude Code Threat-Detection Platform
The metrics and signals that prove agentic Claude Code threat detection works — and the vanity numbers that hide failure. A practical 2026 guide.
7 min read
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