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When the Bottleneck Is Not the Code: AI War Rooms for Legacy Modernization

There was a time when legacy code modernization meant multi-quarter roadmaps, repeated context-building sessions, and decision loops that stretched for months. The code changes themselves were a fraction of the…
Posted by Giuseppe Basile October 26, 2026
Posted inBlog

The Communication Gap: The Skill That Actually Scales With AI Agents

For a while, the conversation around getting better results from AI agents centered on two things: choosing the right model and writing cleverer prompts. Both still matter, but practitioners who…
Posted by Giuseppe Basile October 22, 2026
Posted inBlog

The Flywheel That Keeps Remaking the Agent Harness

A couple of years ago, the interesting question in agent tooling was whether a dedicated harness could squeeze meaningfully better coding results from the same model. The answer, at the…
Posted by Giuseppe Basile October 22, 2026
Posted inBlog

The Harness Matters More Than the Model

There was a moment when deploying better AI meant waiting for the next model release. More parameters, better benchmarks, shinier outputs — that was the frame. What the field has…
Posted by Giuseppe Basile October 19, 2026
Posted inBlog

Why AI Coding Agents Need a Memory Pipeline

There is a quiet inefficiency at the heart of how most teams use AI coding agents today. Each session starts fresh. The agent works through a problem, the human corrects…
Posted by Giuseppe Basile October 13, 2026
Posted inBlog

Bigger Context Windows Won’t Save Your Agent — Context Engineering Will

For a while, the standard response to a flaky or forgetful AI agent was simple: give it more context. Longer windows meant the agent could hold more history, more tool…
Posted by Giuseppe Basile October 8, 2026
Posted inBlog

From 36% to 100%: How Self-Improving Agents Write Their Own Skills

For most of the short history of AI agents, the assumption has been that smarter models mean better outcomes. That is true, but it is also rented progress — when…
Posted by Giuseppe Basile October 8, 2026
Posted inBlog

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…
Posted by Giuseppe Basile October 7, 2026
Posted inBlog

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…
Posted by Giuseppe Basile October 6, 2026
Posted inBlog

Half the Picture: Why Context Access Matters More Than Prompting Skill

There is a category of AI failure that looks like a model problem but is actually an information problem. An agent asked to find a good meeting time checks the…
Posted by Giuseppe Basile September 12, 2026

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