The Memory Problem
Why AI Agents Forget Everything and What To Do About It
Library
Knowledge by Topic
All cairns organized by topic. Each article may appear under multiple tags.
AI 3 cairns
The Injection Problem
Defending LLM agents against prompt injection when they read the world
The Quiet Teammate
What Happens When an AI Agent Picks Up the Work Nobody Owns
Architecture 8 cairns
When the Fiber Goes Dark
The emergency callout problem in outside plant fiber construction
What's Next
Where Osprey Strike stands today, what's coming, and the questions that still need answers
The Shape of the System
How Osprey Strike is structured, from mono-repo to multi-tenant
The Memory Problem
Why AI Agents Forget Everything and What To Do About It
The Injection Problem
Defending LLM agents against prompt injection when they read the world
The ECO Lifecycle
From outage detection to field resolution — how an emergency callout moves through the system
Running in Production
From Cloudflare edge to PostgreSQL — how Osprey Strike deploys, authenticates, and scales
Events All the Way Down
Event sourcing and CQRS in Osprey Strike — the architecture, the migration, and the escape hatch
Business 2 cairns
When the Fiber Goes Dark
The emergency callout problem in outside plant fiber construction
What's Next
Where Osprey Strike stands today, what's coming, and the questions that still need answers
Culture 1 cairn
The Quiet Teammate
What Happens When an AI Agent Picks Up the Work Nobody Owns
DevOps 3 cairns
The Shape of the System
How Osprey Strike is structured, from mono-repo to multi-tenant
Running in Production
From Cloudflare edge to PostgreSQL — how Osprey Strike deploys, authenticates, and scales
The Quiet Teammate
What Happens When an AI Agent Picks Up the Work Nobody Owns
Domain 5 cairns
When the Fiber Goes Dark
The emergency callout problem in outside plant fiber construction
What's Next
Where Osprey Strike stands today, what's coming, and the questions that still need answers
The Shape of the System
How Osprey Strike is structured, from mono-repo to multi-tenant
The ECO Lifecycle
From outage detection to field resolution — how an emergency callout moves through the system
Events All the Way Down
Event sourcing and CQRS in Osprey Strike — the architecture, the migration, and the escape hatch
Security 3 cairns
The Injection Problem
Defending LLM agents against prompt injection when they read the world
Running in Production
From Cloudflare edge to PostgreSQL — how Osprey Strike deploys, authenticates, and scales
The Quiet Teammate
What Happens When an AI Agent Picks Up the Work Nobody Owns
Tools 2 cairns
The Memory Problem
Why AI Agents Forget Everything and What To Do About It
The Quiet Teammate
What Happens When an AI Agent Picks Up the Work Nobody Owns