Automation
The Hybrid Stack: Why Playwright + AI Agents Replace Brittle Scripts
Playwright handles deterministic work while AI agents manage edge cases, creating a resilient automation stack for 2026.
Automation
The HITL Paradox: Why Approval Gates Accelerate AI Automation
Approval gates aren't a tax on automation; they are the mechanism that makes AI autonomy repeatable, defensible, and safe.
Automation
Why We Stopped Writing Selectors: The Playwright-to-Agent Handoff
Hardcoded selectors break. We stopped trying to fix them and started building resilient pipelines. Here is the practical tradeoff between Playwright’s precision and AI
Automation
Resilient WordPress Automation: Preventing Duplicate Drafts and Editorial Chaos
Build resilient WordPress automation that respects human editorial judgment, preventing duplicate drafts and workflow chaos.
Automation
Stop Treating Human Oversight as a Bottleneck: The Case for Supervised Autonomy
Human oversight isn't a bottleneck; it's the control layer that enables scalable, safe automation through precise approval gates.
Automation
Cron is a Text File, Not a Scheduler: The Operator’s Guide to Distributed Locks and Heartbeats
Most cron jobs fail not because of the scheduler, but because of environment drift and race conditions. Here is the practical, unglamorous reality of...
Automation
Stop Treating LLM JSON as a Polite Suggestion: Schemas, Validation, and Repair Loops
Stop treating LLM JSON as a polite suggestion. Learn how schema-first development and repair loops create a reliability layer for production AI automation.
Automation
Beyond JSON Mode: Building Reliable LLM Pipelines with Validation and Repair
Schema compliance isn't enough. Learn to build reliable LLM pipelines with strict schemas, validation, and repair loops.
Automation
Browser Automation in Practice: Where Playwright Ends and AI Agents Begin
Playwright is the engine, but AI agents are the driver. A practical guide to the 2026 hybrid automation stack.
Automation
WordPress Automation That Does Not Eat Itself: Duplicate Gates, Drafts, and Editorial QA
Prevent draft chaos and duplicate gates by building resilient WordPress workflows that prioritize editorial integrity over blind automation.