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Posted inBlog

When Engineers Govern Agents Instead of Writing Code

For most of the past few years, AI assistance in software engineering meant one thing: a smarter autocomplete. The engineer stayed firmly in control, accepting or rejecting suggestions line by…
Posted by Giuseppe Basile October 8, 2026
Posted inBlog

YOLO Mode, Safely: Why MicroVM Sandboxes Are the Right Boundary for Coding Agents

For most of 2024 and early 2025, the conversation about agentic AI safety was dominated by prompt-level controls: system prompts telling the model not to do harmful things, guardrails checking…
Posted by Giuseppe Basile October 5, 2026
Posted inBlog

The Work Came Back Finished: How to Check Autonomous AI Output

Not long ago, working with AI meant watching it work. You submitted a prompt, it replied in seconds, and every step was in front of you. If it went wrong,…
Posted by Giuseppe Basile September 5, 2026
Posted inBlog

Your Team Is Running Agents Nobody Owns. Here’s the One-Page Fix.

A pattern emerges in conversations with teams that have been running AI agents for a while. They describe an agent they built — a support responder, a ticket prioritizer, something…
Posted by Giuseppe Basile April 29, 2026
Posted inBlog

Your company is about to get cheap intelligence. That is not the same as being able to use it.

A founder recently described cutting her company's AI model costs by 97 percent in a single month. She switched from a frontier model — one of the expensive, headline-grabbing ones…
Posted by Giuseppe Basile April 27, 2026
Posted inBlog

Your prototype commons is leaking secrets. Here is how to govern what stays.

The question product managers used to ask was: "Should we build this?" That question has changed. The one heard now, more and more often, is: "Someone already built this —…
Posted by Giuseppe Basile April 16, 2026
Posted inBlog

The 70/30 Mismatch at the Heart of Most Failed Agent Deployments

Two outcomes from the same technology reframe what agent deployments actually mean — one where an AI agent saved someone $4,200 on a car purchase, negotiating autonomously across multiple dealers…
Posted by Giuseppe Basile April 2, 2026

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