ai
10 postsBuilding AI Agent-Aware Systems
Most systems can't detect when an AI agent is acting. Here's how to build the token claims, policy surfaces, and audit trail that changes that.
AI Agent Session Security: Prompt Injection and Dry Runs
Browser-use agents can be hijacked by the pages they visit. Dry runs don't replicate production. Here's how to build safer sessions.
AI Agent Identity Assurance: The NIST IAL/AAL Crosswalk
NIST's IAL/AAL was built for humans. When AI agents act on your behalf, the assurance levels still apply - the mapping just changes.
Using Synthetic Government Benefits Data for Reasoning Evaluation
Why the question isn't 'can the model do arithmetic?' but 'does it know which rule to apply?'. Exploring synthetic data for evaluating reasoning in government benefits policy.
Little AI Projects: Experiments at the Intersection of Government, Civic Tech, and Productivity
A roundup of small AI experiments I've been building - MCP servers, benefits navigators, policy engines, and local model fine-tuning - all exploring how AI can make government more accessible.
Building Email Bits: A Modern HTML Email Template Library
Email clients are still a mess. I built Email Bits to give developers production-ready HTML email templates they can actually own - plus AI-assisted customization for everyone else.
Reviewing the 2024 Federal AI Use Cases Inventory
Diving into the massive 2024 Federal AI Use Cases Inventory to see how government agencies are actually using AI. Over 2,100 use cases? Let's break it down.
Practical Applications of AI in Personal Projects
A comprehensive guide on implementing AI features in personal projects, from content enhancement to user experience improvements.
An AWS Certified AI Practitioner Quick Study Guide
A brief post on how I prepared and passed the AWS Certified AI Practitioner exam with less than 20 hours of total study time
Training An AI Model To Create Backyard Sports Characters
A brief post on how I fine tuned my first ever text-to-image model on the characters from Backyard Sports