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One Belief Per Fact: Building Agent Memory for Users Who Change Their Minds

One Belief Per Fact: Building Agent Memory for Users Who Change Their Minds

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6 min read
Agency Agents: The Open-Source AI Agency That Runs 146K+ Starred Agent Personas

Agency Agents: The Open-Source AI Agency That Runs 146K+ Starred Agent Personas

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5 min read
MCP security: what to log when an AI agent calls tools, and what the log can prove

MCP security: what to log when an AI agent calls tools, and what the log can prove

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7 min read
Action Scaling at the Harness Boundary Beats Trajectory Re-Runs

Action Scaling at the Harness Boundary Beats Trajectory Re-Runs

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5 min read
We spent two days bisecting a prompt change. The regression was noise.

We spent two days bisecting a prompt change. The regression was noise.

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1 min read
A game character should remember more than its stats

A game character should remember more than its stats

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1 min read
What if you could send your AI agent to school?

What if you could send your AI agent to school?

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2 min read
Architecting a Closed-Loop Meta-Controller for Google Antigravity: Lessons from Turn Synchronization and Multimodal Vision

Architecting a Closed-Loop Meta-Controller for Google Antigravity: Lessons from Turn Synchronization and Multimodal Vision

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4 min read
I built Agent Review Studio: a local-first workbench for agent harness evaluations

I built Agent Review Studio: a local-first workbench for agent harness evaluations

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2 min read
Your agent's memory needs a forgetting curve, not a bigger database

Your agent's memory needs a forgetting curve, not a bigger database

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3 min read
When you only have seven numbers, every one of them looks like a signal

When you only have seven numbers, every one of them looks like a signal

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4 min read
how i built lifeagent: an approval-gated routine manager on trueforge

how i built lifeagent: an approval-gated routine manager on trueforge

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2 min read
A good fallback hides the failure it was built for

A good fallback hides the failure it was built for

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7 min read
Undox: approval-gated data-broker opt-outs on TrueForge

Undox: approval-gated data-broker opt-outs on TrueForge

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3 min read
Scaling Intelligent Applications: My Experience in Gen AI Academy APAC Cohort 3

Scaling Intelligent Applications: My Experience in Gen AI Academy APAC Cohort 3

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2 min read
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