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Planning Over Execution: Lessons from 157 Agent Runs and the Rise of Orca-Style Agent Fleets

Originally published on tamiz.pro . The field of AI agents has moved rapidly from single-model executors to complex multi-agent orchestration. But a…

ai machine learning planning

Introduction Assessing the feasibility of a game development project within a 10-month timeframe is critical, especially when the team faces limited…

gamedev feasibility constraints planning

This was the week the project got a plan it could actually execute, and the week a reviewer found a security bug in a fix I had already convinced my…

gsoc circuitverse opensource planning

By @atwellpub , GBTI Network Member . Originally published on gbti.network . Claude Code loads any markdown file at .claude/skills/<name>/SKIL…

claudecode agentskills planning workflow

The first time I let Claude Code take a serious auth change straight from prompt to patch, it changed nine files. Three of them were subtly wrong. T…

claudecode aicoding planning developertools

The UI showed ready , do_nothing , and a blank reason field. A facility manager reading that screen would assume the engine had looked at the peak w…

nim planning forecasting replay

Originally published at theendofcoding.com . It's the last week of the quarter. The team is going to miss two of the five committed epics — they alr…

capacity engineering portfolio planning

There is a habit almost every junior developer shares. A client sends over a brief, or a ticket lands in your queue, and within minutes your editor…

We now have a solid set of user stories for Clarity. We know who the actors are, what they need to do, and what done looks like for each feature. Th…