Better prompts, cleaner context, lower token waste
The first 20 Track 2 articles are now organized into one practical implementation playbook. Use the book as the structured foundation, then use new articles below to continue the track.
A Practical Implementation Playbook for Software Testing Engineers
Build disciplined AI-assisted testing workflows through prompt architecture, context engineering, token-efficient formats, reusable memory, agent collaboration, and continuous improvement.
Move from the Prompt, Context & Token Discipline playbook into the runnable Track 2 project. See how system and task prompts, context packets, project memory, token budgets, evaluation regression, promotion gates, and rollback evidence become versioned QA assets.
New Prompt, Context & Token Discipline articles published after Book 1 will appear here. The original 20 Track 2 articles are preserved and organized in the implementation playbook above.
Return to the ValidTec landing page to explore related tracks, recent articles, featured implementation playbooks, and Fireside Chats.