2026 Archive
- How do I scope an AI review panel that can actually be wrong?Scope the panel with a frozen evidence revision, a distinct read-only reviewer, an explicit return shape, a forward test before authorization, and a separate accountable owner ...
- How do I verify a ticket is actually ready before a team picks it up?Read the complete authoritative ticket and run a six-layer, read-only readiness review before pickup: PASS only when every applicable layer clears, FAIL with every observed gap, ...
- How to record a durable approval a merge cannot fake?A runnable approval gate should reject merge status, stale hashes, wrong approvers, expired decisions, silence, and tampered records.
- How do I give an AI agent memory that survives a new session?A runnable Python example retrieves a current instruction and rejects changed content, broken correction links, cycles, due reviews, and expiration.
- How Do I Turn a Rule Into an Enforced Control?A written rule becomes a useful control when an objective predicate runs on the required path, denies the prohibited state, records evidence, and is protected from ...
- How do you get productive with a coding agent fast?Three habits: write a brief before you write a prompt, scope every request to one task the agent can verify on its own, and read every ...
- What I Actually Check Before I Trust an Agent's Tool CallThe hands-on companion: the specific checks I run before I let an agent's tool call through, the naming discipline that keeps a permission gate honest, and ...
- Why My Agent's Context Window Fills Up Faster Than I ExpectThe practitioner version: why an agent session runs out of working memory long before you expect it to, what I actually watch to see it coming, ...
- How I Batch My AI Prompts So I'm Not Paying to Re-Read the Same Context Six TimesThe hands-on version of the single-prompt batching rule: the exact prompt shapes I use, the CLI flags and system-prompt guardrails I set so an agent stops ...
- How I Actually Build Durable Memory for an AI AgentThe hands-on version of agent memory: the index-plus-files layout I actually use, the frontmatter fields that make a memory file findable and trustworthy, the recall-then-verify discipline ...
- What Windows security settings actually matter if you don't have a dedicated security hire?Five: disk encryption, disabling legacy SMBv1, switching sign-in to a device-bound PIN, turning on Controlled Folder Access, and requiring Network Level Authentication on Remote Desktop -- ...