Your default environment shapes your baseline. Living near nature and visiting the city beats the reverse — your normal state should be the one that restores you.
READ ARTICLE →Beyond the Chat Window: UX on Steroids with LLMs
Chat is the laziest AI integration. The real opportunity is components that remember users and act on context they've already provided.
READ ARTICLE →AI Maturity: A Practical Framework
A practical six-level AI maturity framework for companies adopting AI. Assess strategic clarity, data readiness, and engineering capability to find your gaps.
READ ARTICLE →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 database.
READ ARTICLE →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 workflows.
READ ARTICLE →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.
READ ARTICLE →Mate, Take a Break: You're Not a Robot
Productivity culture destroys the spontaneous, unstructured time where creativity and connection actually happen. Become more human, not more efficient.
READ ARTICLE →The AI Knows Your Client's Phone Number (And So Does Everyone Else)
RAG pipelines leak PII through prompt injection. A substitution layer swaps real data for realistic fakes before it reaches the LLM, neutralising the attack.
READ ARTICLE →A CRM That Knows What It Doesn't Know
Probabilistic lead scoring with Pyro replaces brittle point systems with honest uncertainty, email fatigue modelling, and self-improving predictions.
READ ARTICLE →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 software.
READ ARTICLE →Can AI Create Its Own Programming Language?
What would a programming language designed for AI look like? The thought experiment reveals deep unsolved problems and points to probabilistic programming.
READ ARTICLE →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.
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