AI Agents

16 essays

all writing all series

- 2026-10-04
- Futures
The Age of Software Factories

Software factories can form teams, discover workflows, build missing capabilities, and adapt their approach as they turn complex problems into production systems.
- 2026-09-08
- Futures
Common Obligations

Six shared obligations for AI builders, and a proposal for making them hold across companies and borders without putting the largest labs in charge.
- 2026-04-12
When Outputs Lie

Your AI agent's outputs look composed.
- 2026-03-26
Agent Framework Generations

Digging through five generations of agent frameworks, from raw API loops to federated swarms.
- 2026-03-16
Overnight Agents: Crunching Tokens

I launched an orchestrator that managed 7 Claude Code peers across repos simultaneously.
- 2026-02-24
Agent Drift in AI Systems

Agent drift is when an AI agent slowly strays from its original goal over a long run.
- 2026-01-30
How to Build AI Agents: Inside Out

Build AI agents from the inside out — start with behavior in CLAUDE.md, add capabilities via MCP, then wrap in code with the Claude Agent SDK.
- 2026-01-24
Repowire: Multi-Agent Coding Workflow Across Repos

Repowire is a pull-based mesh network that lets Claude Code sessions communicate across repositories in real-time, replacing stale docs with live agent-to-agent queries.
- 2026-01-23
The Vibe Bottleneck: AI Coding Workflow Across Multi-Repo

Multi-repo coding agent workflows turn you into the message bus.
- 2026-01-10
Agentic Cloud Infrastructure: Beyond 12-Factor Apps

Agents are stateful logic, not stateless apps.
- 2026-01-01
AI Agent Memory Management With Databases

AI agent memory management mirrors database design.
- 2025-12-27
AI and the Future of Programming: Architects of Intent

Code is becoming a transient artifact — AI-generated bytecode.
- 2025-11-17
- Productivity
Ambient AI

Torale monitors the web so you don't have to.
- 2025-07-14
- MLOps
Agentic MLOps: AI Agents Automating Your ML Stack

Explore how agentic MLOps uses AI agents and MCP to autonomously handle data drift, model deployment, and ML pipeline orchestration across your entire stack.
- 2025-07-04
The A2A Protocol

Learn how the A2A Protocol enables secure AI agent communication.
- 2025-04-10
AI Agent Frameworks

A practical comparison of AI agent frameworks — OpenAI Agents SDK, Google ADK, AWS Bedrock, and Smol Agents — covering architecture, multi-agent systems, and emerging trends.