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From Work Agents to Personal Projects: Trade-offs and Working Assumptions

A shift in what I’m writing about, and the assumptions I’m carrying across. The push that stopsEarlier this month my personal-assistant work...

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From Open-Ended Execution to Reliable Delivery: A Lightweight DAG for Agents

Last time I wrote that the DAG wasn’t running yet. It runs now. This is what it turned out to be, and what it actually changed. I asked for ...

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Building an AI Tool, Thinking About the Next Change

A progress update on the AI-driven DAG project, and a few things I’ve been thinking about while building it. This one is less of an essay th...

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Architecture for the AI Era: An Old Problem with a New Actor

AI makes software changes cheaper to produce, but harder to understand, verify, and govern at scale. Here is a scenario most teams working w...

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From Agent Decisions to Durable Pipelines: A Spike on Programmable Harness Infrastructure

There are two familiar ways to run an agent over real work. In model-driven execution, the model organizes operations and decides what happe...

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From Prompts to Mechanisms: Hardening My Agent Harness After Real-World Use

In my previous article, I introduced an agent harness built around Pi Core, with one important design decision: a two-stage execution flow. ...

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Building a More Constrained Agent Harness on Top of Pi Core

I recently integrated Pi Core into an agent system I use in a work environment. This was an interesting choice for me because, in my persona...

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Building My LinkedIn Operation Harness

I’ve just finished building the first working version of my LinkedIn operation harness. This is also the first post coming out of it. The id...

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202601 Weekly review

JessicaWhen I learned with Jessica last weekend, leaned a new useful term: Competitive Edge or Competitive Advantage. I think I can recog...

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I want to break the habit of waking up late

Why the title is like this? Because I never know this grammar. Or, I learned it but forgot it. I really like the cake of heating up to 300 ...

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