Delivery doctrine
The recurring practices we apply across every engagement. Grounding before generation. Layered verification. Autonomy in tiers, with a kill switch. Append-only audit trails. Isolation at the database. Type safety at every boundary. Methodology codified.
Read
Multi-agent orchestration under operational constraints
Patterns we use when reliability matters more than autonomy. Quality gates between agents. Structured failure codes. Graceful retreat to suggestion-only mode. Notes from production deployments where the cost of being wrong exceeded the value of being autonomous.
Forthcoming
Coming soon
Prompt injection in production: what actually holds up
Defenses we deploy with autonomous agents that interact with untrusted input. Length caps. Instruction guards. Sanitization passes. Detection of role-switch attempts. What works in adversarial testing and what does not.
Forthcoming
Coming soon
Autonomy ladders for production agents
The five-tier autonomy model we use when deploying autonomous agents into regulated environments. How tiers are configured per tenant, how they are enforced at the policy layer, and how agents self-demote when accuracy drifts.
Forthcoming
Coming soon
Audit-grade logging for AI systems
Why every action by an autonomous system needs to be append-only, immutable, and queryable. The architecture we deploy for compliance-grade audit trails and the regulators who actually read them.
Forthcoming
Coming soon