Skip to content

New: Production Scars Are Architecture — six lessons from running an autonomous AI agent in production →

Thor Henning Hetland

Tags

Initializing search

Home
Start Here
Blog
About
Talks
Knowledge Infrastructure
Open Source
Reading
Archive
Glossary
Tags

Thor Henning Hetland

Home
Start Here
Blog
Blog
- Browse by Topic
- Series
- Archive
  Archive
- Categories
  Categories
About
About
Talks
Talks
Knowledge Infrastructure
Knowledge Infrastructure
- The Agentic Web
- Knowledge Context Protocol
- Synthesis
- Skill-Driven Development
- Comparisons
  Comparisons
  - KCP vs MCP
  - Skill-Driven vs Spec-Driven
- Defendable Agents
  Defendable Agents
  - Orientation
    Orientation
    
    How to Read This Guide
    
    Glossary
  - The Argument
    The Argument
    
    The Governance Gap
    
    What "Defendable" Means
    
    Threat Model
    
    Determinism vs Probabilism
    
    Why Bolt-On Guardrails Fail
  - Reference Architecture
    Reference Architecture
    
    Reference Architecture: The Inversion
    
    The Deterministic Planner
    
    The Governance Harness
    
    Where the Model Lives
    
    From Task to Evidence
    
    Fail-Closed Behavior
  - Governance Primitives
    Governance Primitives
    
    The Governance Primitives
    
    Fail-Closed Policy
    
    The Append-Only Audit Trail
    
    Decision Traces
    
    Budget & Bounding
    
    Temporal Pinning
    
    Drift Detection
    
    Trust & Attestation
    
    Multi-Tenancy & Isolation
  - Deterministic Decisions
    Deterministic Decisions
    
    Anatomy of a Defensible Score
    
    The Scoring-Model Manifest
    
    Layers, Weights & Bands
    
    Designing 1-5 Variables
    
    Reproducibility Guarantees
    
    Versioning Decision Models
  - KCP Integration
    KCP Integration
    
    The KCP Manifest
    
    Declaring Governed Units
    
    Wiring kcp-agent as MCP
    
    Federation & Dogfooding
  - Tutorials
    Tutorials
    
    Tutorial 0: Project Layout
    
    Tutorial 1: Your First harness.yaml
    
    Tutorial 2: A Deterministic Scoring Model
    
    Tutorial 3: The Governed Session
    
    Tutorial 4: The Append-Only Audit Log
    
    Tutorial 5: Enforcing a Budget Ceiling
    
    Tutorial 6: Temporal Pinning & a Drift Report
    
    Tutorial 7: Multi-Tenant Isolation
    
    Tutorial 8: Exporting Evidence for an Auditor
  - Worked Examples
    Worked Examples
    
    Example: A Buyer-Scoring Pipeline
    
    Example: A Spend-Approval Agent
    
    Example: A Regulatory Q&A Agent
    
    Example: Reproducing a Decision
    
    Example: Catching an Injection at the Gate
    
    Example: A Compliant Screening Agent
  - Compliance & Assurance
    Compliance & Assurance
    
    Control Mapping: SOC 2 / ISO 27001 / GDPR
    
    Auditor Evidence Packages
    
    Verifying Defendability
    
    Operating & Maintaining One
  - Case Study & Reference
    Case Study & Reference
    
    Case Study: Lodestar (Deep)
    
    Starter Kit & Reference Configs
    
    Anti-Patterns & Pitfalls
    
    Frequently Asked Questions
- Synthesis Releases
- LinkedIn Posts
- LinkedIn Archive
Open Source
Reading
Reading
Archive
Archive
- Food & Wine (2007--2009)
- My Tools (circa 2010)
Glossary
Tags

Tags¶

[TAGS]

February 23, 2026 February 23, 2026