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*** Top Articles and Research
Why AI Agents Need Million-Token Context — Thomas Wolf & Olive Song, MiniMax
September 7, 2026
What Makes an Agent Swarm Actually Work
September 7, 2026
GPT-6 Astra: Reading Past the Benchmark Saturation
September 7, 2026
Code Mode: Why AI Agents Are Moving from Tool Calls to Code
September 7, 2026
The Work Behind the Work: How Agent Capability Expands Real Choice
September 7, 2026
Astra Arrives: A First Look at GPT-6 Across Benchmarks, Alignment, and Early Demos
September 6, 2026
When the Agent Runs as You: Identity Design in Enterprise AI
September 6, 2026
Start Cheap, Spend Precisely: A Two-Step Pattern for AI-Assisted Knowledge Work
September 5, 2026
The Work Came Back Finished: How to Check Autonomous AI Output
September 5, 2026
From coding to Knowledge work agents — Karan Vaidya, Composio
September 4, 2026
When Agents Write the Code: A Framework for Engineers Who Own It
September 4, 2026
Five Prompts to Audit Your AI Provider Dependency Before the Deal Changes
September 3, 2026
AI Software Factories Are the Next Big Thing (And I’m Building You One)
September 3, 2026
Agentic Engineering Operating Level: WHERE to FOCUS your AGENTS?
September 2, 2026
Eleven Small Fixes That Make Coding Agents Actually Reliable
September 1, 2026
The Four-Layer Stack Behind a Working AI Coding Factory
August 31, 2026
The Tribal Dungeons Problem: What Building AI Agents at Scale Actually Requires
August 31, 2026
Token ROI, Not Token Austerity: Measuring What AI Engineering Actually Produces
August 31, 2026
When Optimization Becomes a Security Problem
August 31, 2026
The Signal Layer: What to Build When Anything Can Be Built
August 31, 2026
Posted inBlog

When the Agent Gets the Keys: Governing AI Workers in the Enterprise

When the Agent Gets the Keys For most of the past two years, the question organizations asked about AI was: can it do this task? The answer, increasingly, is yes.…
Posted by Giuseppe Basile August 22, 2026
Posted inBlog

Cost Per Accepted Result To Comparing AI Models

In the early stages of the agentic-AI era, is easy to assume that the most important aspect  about a model is: how good is it? The answer still shapes decisions:…
Posted by Giuseppe Basile August 22, 2026
Posted inBlog

When Code Generation Became the Easy Part

A couple of years ago, the conversation in AI-assisted engineering centered on a simple question: can the model write code that actually works? Hallucinations, wrong APIs, logic errors — the…
Posted by Giuseppe Basile August 22, 2026
Posted inBlog

Personal Software Has Arrived — Build Your Own

Software is traditionlly built for many people at once. Also the economics demand it: development is (or was?)  expensive, so tools must be designed to serve the largest possible audience.…
Posted by Giuseppe Basile August 19, 2026
Posted inBlog

The Dark Factory Pattern: What Fully Autonomous AI Coding Actually Requires

The trajectory of AI-assisted coding has moved fast. A couple of years ago, the ceiling was smarter autocomplete. Then came the pair-programmer phase — an agent that could draft a…
Posted by Giuseppe Basile August 19, 2026
Posted inBlog

The System Behind AI-Assisted Development That Teams Keep Missing

Two years into the widespread adoption of AI coding assistants, a peculiar pattern has emerged in engineering organizations: teams feel faster, but ship roughly the same amount — or sometimes…
Posted by Giuseppe Basile August 19, 2026
Posted inBlog

When Keeping Everything Turns Out to Be Cheaper Than Summarising It

When Keeping Everything Turns Out to Be Cheaper Than Summarising It In early LLM applications, context management felt like an obvious problem: when the conversation window fills up, summarise it…
Posted by Giuseppe Basile August 19, 2026
Posted inBlog

The Real Bottleneck for Web Agents Is the Harness, Not the Model

The narrative around web agents has shifted. A few years ago, the dominant assumption was that the bottleneck was the model itself — not capable enough, not reliable enough for…
Posted by Giuseppe Basile August 19, 2026
Posted inBlog

The System Prompt Is Still the Real Work

For a while, prompt engineering carried a slightly mystical reputation — the right phrasing in the right place, and the model would behave. Then the models got substantially better, and…
Posted by Giuseppe Basile August 19, 2026
Posted inBlog

AI Engineers Can’t Agree on One Workflow. Here’s Why.

Two years ago, the live question in most engineering teams was whether to bring AI coding tools in at all. Today the question is which workflow to use — and…
Posted by Giuseppe Basile August 19, 2026

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