Engineering Health Scorecard
A practical scorecard for reviewing delivery, quality, team health and operational readiness.
CTO Toolkit
Practical engineering leadership assets
Open any resource for a usable framework — original and generic, not proprietary employer material.
DORA Review Template
A structured template for reviewing deployment frequency, lead time, change failure rate and MTTR.
Architecture Decision Template
Concise ADR format: context, decision, trade-offs, reconsideration triggers.
Definition of Ready
A readiness checklist that improves planning quality before implementation begins.
Definition of Done
A completion standard covering verification, security, observability and operability.
AI Engineering Readiness Checklist
Assess whether an organisation has the context, guardrails and verification needed for AI-assisted delivery.
Context Pack Specification
The machine-readable environment a repository gives to every engineer and agent before work begins.
Execution Contract
The agreement between the accountable human and whoever implements — reviewed once, at the level of strategy.
Agent Autonomy Model
Risk-tiered levels defining how much authority an AI agent receives for a specific change.
Evidence Contract
What a completed change must demonstrate before anyone is entitled to call it done. No claim without evidence.
AI Engineering Scorecard
Four measurement categories for engineering organisations where humans and agents build software together.
Implementation
Adopt the whole system
These frameworks assembled into a tool-agnostic repository scaffold you can clone — context packs, autonomy levels, evidence contracts, agent evals and the scorecard.