Tagged articles

rework reduction

3 articles · Page 1 of 1

Oct 1, 2026 · R&D Management

Why AI Code Volume Lies: Measuring Real Efficiency via Task Acceptance and Rework

The article argues that AI programming efficiency should be measured by task acceptance, rework, and defects—not code volume or tokens—and proposes a practical framework tracking human interventions, shared improvements, and maintenance costs to assess true team productivity gains.

AI programmingPatrick Deboisefficiency measurement

0 likes · 15 min read

Why AI Code Volume Lies: Measuring Real Efficiency via Task Acceptance and Rework

Java Architect Essentials

Sep 16, 2026 · Artificial Intelligence

Codex Skills Cut Research Draft Time by 40%: 10-Run Experiment

The author shares a 10-run experiment showing that structured Codex Skills reduce research draft time from 40 to 20 minutes, cut manual corrections from 5–7 rounds to 2–3, and improve first-pass rates by codifying input rules, processing flows, and output contracts for repetitive tasks.

AI-assisted researchCodexResearch Workflow

0 likes · 6 min read

Codex Skills Cut Research Draft Time by 40%: 10-Run Experiment

Architect

Jul 9, 2026 · Artificial Intelligence

How to Capture Expert Knowledge When AI Coding Joins Your Team

When AI‑assisted coding is introduced, teams often struggle to preserve the hidden engineering expertise of top performers, so the article proposes turning that tacit know‑how into reusable, inspectable, and trim‑able Agent processes that can be documented, run, and continuously improved.

AIAgentLoop engineering

0 likes · 22 min read

How to Capture Expert Knowledge When AI Coding Joins Your Team