AI-AGENTS
Agentic AI Was Invented in Melbourne
The agentic AI loop wasn't born in 2024. It was shipped from a Melbourne lab in 1991 — the BDI architecture — inspired by a Stanford philosopher's …
AI Tech in One Sentence
Fifteen core AI concepts — from machine learning to agentic AI — each defined in a single sentence, ordered to build on each other into a mental …
Software Dark Factories
Dark factories are coming to software. The shift from artifact-centric correctness to scenario-driven validation changes what you build and maintain.
Context Engineering: The Skill That Actually Matters
Context engineering — not prompt engineering — is where the real leverage lives. The discipline of deciding what goes into the context window, and …
Hybrid vs AI-Native: Why Developers Became Middle Management
In hybrid AI organisations, developers aren't above the stack — they're stuck in between it, relaying intent like middle managers in a bloated org.
Fixing Agent Amnesia With Federated Memory
A-MEM's Zettelkasten-inspired approach to agent memory, and why software projects need federated memory with cross-domain linking — not one big vector …
The Adaptive AI Coding Pipeline
Fixed pipelines over-process simple requests and under-process complex ones. An adaptive router classifies intent and dispatches to specialised …
What Is AI-Native?
AI-native is more than a buzzword. It marks a real architectural shift where AI becomes the foundation, not a feature bolted on.
Why Elixir Is the Perfect Agent Framework Runtime
Elixir and OTP offer actors as agents, supervision trees for failure recovery, and process mailboxes as thought logs — a natural runtime for living …
Living Software: The Framework
Stability contracts, consequence graphs, immutable event logs, and a conductor that turns the gap between intent and reality into autonomous work.
Beyond the Horseless Carriage: What AI-Native Software Actually Looks Like
We build AI systems that mimic human workflows. AI-native software should look like a living organism, not a faster factory pipeline.
Architecting for AI Agents: A New Way to Think About Software Design
When autonomous agents own modules, architecture shifts from crafting code to shaping living, self-healing systems that evolve without constant human …
How to Build AI Employees That Run Parts of Your Company
Learn how to build AI assistants that act like real employees using SOPs, LLMs, and automation frameworks like CrewAI and AutoGen for business …