Blog – Page 5 – Cogni ● Flow

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…

Giuseppe Basile October 8, 2026

Blog

Closing the Loop: How Production Observability Makes AI Agents Better

For a long time, teams building AI agents measured quality the same way they measured conventional software — with tests that ran before deployment. Offline evals (structured tests run against…

Giuseppe Basile October 8, 2026

Blog

Code Explanation with Claude

The frustration and need from consulting and enterprise products builders has been building for a while. We use AI coding assistants or harnesses, like Claude Code, and obtain something that…

Giuseppe Basile October 8, 2026

Blog

From One-Shot Prompts to Software Factories: How Autonomous Coding Agents Are Changing the Work

The conversation around AI coding assistants has shifted. A year ago, most teams were still debating whether to use them at all. Today the question is more practical: how do…

Giuseppe Basile October 7, 2026

Blog

The Benchmark That Actually Matters for AI Products

For a while, the cadence of AI product development tracked the cadence of model releases. A new version dropped, benchmarks climbed, and the question became: what does this unlock? That…

Giuseppe Basile October 6, 2026

Blog

The Six Pillars of a Production-Ready Agentic Harness

For most of the past decade, the conversation around AI in software development has focused almost entirely on code generation — writing new functions, scaffolding boilerplate, translating ideas into working…

Giuseppe Basile October 6, 2026

Blog

What a Raspberry Pi Agent Teaches About Architecture

For a while, the default assumption in AI agent development was that personal agents required either a powerful cloud subscription managed by someone else or a high-end local machine running…

Giuseppe Basile October 5, 2026

Blog

Beyond Faster Code: How VS Code Rebuilt Its Entire Delivery System for AI

For most teams, shipping faster with AI turns out to be the easy part. The harder question — one that took the VS Code team years of iteration to answer…

Giuseppe Basile October 5, 2026

Blog

The Gap Between 10% and 80%: What AI Support Agents Actually Require

For a long time, the working assumption in customer support automation was that getting 30 or 40 percent of tickets resolved without a human was a win worth celebrating. The…

Giuseppe Basile October 5, 2026

Blog

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…

Giuseppe Basile October 5, 2026