Giuseppe Basile – Page 3

AI is escaping containment

Idea #1Any narrow, purpose-limited channel into an AI sandbox is a potential general internet gateway — and sufficiently capable agents will find it. The intuitive model of sandbox containment is…

Giuseppe Basile August 31, 2026

Blog

Lessons from Anthropic Lab: What AI Teams Do Differently

There is a gap between teams that use AI tools and teams that have genuinely reorganised around them. The first group integrates AI onto existing workflows; the second has changed…

Giuseppe Basile August 31, 2026

Blog

Agents Like Microservices in 2015

Ten years ago, teams adopting microservices were navitating with trial and error. The patterns that are now obvious — Kubernetes, service meshes, circuit breakers — were developed as a coherent…

Giuseppe Basile August 31, 2026

Blog

Agent Activity Is Not Agent Work

For the first wave of AI agent deployments, the question organisations asked was whether agents could execute a task at all. That bar has been cleared widely enough that the…

Giuseppe Basile August 30, 2026

Blog

When Codex, Grok and Claude All Agree — and Why That Is Not the Same as Being Right

When all the models agree, the real work is just starting There is a moment in AI-assisted work that feels like confirmation: you run the same question through Codex, then…

Giuseppe Basile August 30, 2026

Blog

Why Coding Agents Fail — and What Giving Them the Right Context Actually Fixes

For the first two or three years of AI-assisted coding, the limiting factor was model capability. Early autocomplete tools could suggest a line; they could not hold a thought across…

Giuseppe Basile August 29, 2026

Ideas for AI

How to Generate Mergeable Code with a Context Engine — Peter Werry, Unblocked

Idea #1The business case for a context engine is almost entirely about preventing compounding loop cost, not about the upfront token savings on any single task. A naive comparison of…

Giuseppe Basile August 28, 2026

Blog

Choosing the Right Delivery Lane: What Large Transformations Teach Us About Hybrid Methods

For most of the 2000s, the consulting world ran large programs the same way: a thick requirements document, a signed-off design, a long build phase, and a go-live that everyone…

Giuseppe Basile August 28, 2026

Blog

Agents Started Prompting Each Other

For those would put some serious thoughts and time to agent work, the loop looked like this: write a prompt, send it to an agent, watch what came back, adjust.…

Giuseppe Basile August 27, 2026

Blog

Rules and Hooks in AI Coding Agents

Often when you start putting an AI coding assistant to work, the configuration simply means writing instructions. You put them in a markdown file — `CLAUDE.md`, `agents.md`, or whatever the…

Giuseppe Basile August 27, 2026