AI Agents
AgentCore Browser Tool: AWS's Managed Headless Browser for Agent-Driven Form Filling
How Amazon Bedrock AgentCore Browser Tool handles session state, DOM failures, and multi-step portal automation for agentic workflows.
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AI Agents
EASE Configuration: How Reproducible LLM Social Simulations Expose Multi-Agent Orchestration Boundaries
Standardized configuration for LLM multi-agent systems reveals the plumbing challenges of state serialization, interaction logging, and reproducibility.
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Automation
Trigger.dev Architecture: Event Routing, State Persistence, and Retry Logic in a Code-First Workflow Platform
How Trigger.dev routes events, persists state, and handles retries without Zapier's GUI or Temporal's event sourcing complexity.
Dev Tools
Claude Fable's Autonomous Browser Automation Stack: When Coding Agents Invent Their Own Tools
How Claude Fable 5 built screenshot capture, CORS servers, template injection, and shadow DOM traversal to debug CSS without being asked.
Dev Tools
SkillSpector: How NVIDIA Built a Security Scanner for AI Agent Skills
Two-stage analysis pipeline with 64 vulnerability patterns detects prompt injection, tool poisoning, and supply chain risks in agent skills.
AI Agents
Zero Trust for AI Agents: Anthropic's Security Framework
How to adapt network isolation, least privilege, and continuous verification for autonomous agent deployments that touch production systems.
Automation
AI Code Review Across 240 Repos: Cron Orchestration, Secret Scanning, and Auto-Merge Plumbing
How one developer wired Z.AI GLM models into GitHub Actions for PR review, secret scanning, and auto-merge across 240 repositories using cron.
AI Agents
Agent-EvalKit: AWS's Six-Phase Testing Harness for Multi-Step AI Workflows
How Agent-EvalKit structures evaluation across six distinct phases and what this reveals about the gap between unit tests and end-to-end agent validation.
AI Agents
Amazon Bedrock AgentCore: Managed State, Memory, and RAG Plumbing for Production Agents
How AWS AgentCore abstracts conversation persistence, knowledge base integration, and runtime orchestration for production agent deployments.
Dev Tools
OpenUI: Streaming-First Language for LLM-Generated UI Without Training
How OpenUI Lang generates structured UI components from streaming LLM output using component-library-driven prompts and optimized filtering.