ENGINEERING NOTES
Field guides and shipping notes for QA Engineers and SDETs — searchable pages on AI Testing, Playwright, API Testing, Performance Testing, Docker, and more.
AI Testing
A QA Engineer / SDET walkthrough of multimodal AI test case generation — PDF, Word, image, and video in; human review; reviewable cases out.
Flagship product · ClawHub installs live on the homepage
Playwright
How a QA Engineer / SDET designs Playwright test automation beyond UI clicks — covering API, database, Redis, and message queues.
Core Playwright showcase · repository upcoming
Performance Testing
A practical Performance Testing note for QA Engineers: Locust for Python scripts, Go load frameworks behind Locust WebUI for heavier concurrency, and what to measure beyond green charts.
Python Locust suite · Go workers + Locust WebUI
Docker
How QA Engineers build Docker Testing environments that boot in minutes — reusable images, CI stability, and inspectable pull proof.
Related field guide: Dameng / Highgo Docker for QA · 54k+ pulls
AI Testing
What AI-assisted test case generation means for QA Engineers — human review loops, export formats, and why drafts without judgment create noise.
AI Testing
How QA Engineers and SDETs should think about AI agents for software testing — installable skills, evidence, and review loops over demos.
Docker
Stand up Dameng, Highgo, Kingbase, and TiDB in minutes — with live pull numbers, CI pin rules, and the failure modes that waste sprint days.
Live proof: 54k+ Docker pulls · 12 QA images · Dameng 29k+ / Highgo 16k+
OpenClaw
How AI Test Case Generator and Trading Assistant Core crossed the demo→install line — with live download counts, packaging matrix, review-loop tradeoffs, and a release gate I refuse to skip.
Live proof: 1.6k+ ClawHub downloads · Test Case Generator 700+ · Trading Assistant 900+
Open for collaboration, consulting, and engineering opportunities.