Deep dives into AI agents, MCP servers, and the future of autonomous workflows.
Learn agent workflow cost optimization using artifact checkpoints, caching, and partial reruns to reduce LLM token spend and workflow latency—without losing debuggability.
Build a human-in-the-loop approval workflow with Slack or Telegram buttons—safe approvals, idempotent callbacks, audit logs, and checkpoint/resume patterns.
Learn how self-documenting workflows (a workflow registry + artifact contract) turn execution into a living ops manual you can trust, audit, and hand off.
A practical comparison of LangSmith, Langfuse, and OpenTelemetry for LLM tracing—plus an artifact-first debugging model that prevents 2am incidents.
Fix MCP tool routing with tool cards, scopes, router agents, and eval harnesses—so Claude Skills pick the right tool (safely) every time.
Turn an OpenAPI spec into an MCP server your agents can safely call—auth, pagination, retries, idempotency, and structured outputs you can debug.
LangGraph vs CrewAI vs AutoGen for production agents—compare state, replay, debugging, and artifacts with a practical founder-focused rubric.
A practical playbook for agentic workflow regression testing in CI: contracts, golden runs, artifact diffing, and tiered suites to catch breakage early.
Stop agent tool loops before they double-send emails, duplicate CRM writes, and burn budget—7 production guardrails with code and checklists.
A step-by-step guide to migrate from Zapier/n8n to debuggable AI agent workflows—without a risky rewrite—using a deterministic workflow spine and step contracts.
Build a human approval workflow for agent automations that can pause/resume safely, retry without double-sends, and keep a full audit trail.
Learn a practical LLM agent observability stack—traces, run history, artifacts, and checkpoints—so you can debug multi-agent workflows fast.
A practical secure MCP server blueprint: threat model, least-privilege tools, allowlists, sandboxing, secrets redaction, and audit logs before production.
Learn how to create powerful custom commands for Claude Code. This beginner-friendly guide covers everything from basic skills to advanced patterns.