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AI: LLMs, Agents, Work, and Us Engineers - Personal Thoughts

AI: LLMs, Agents, Work, and Us Engineers - Personal Thoughts

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10 min read
itch.io says new sellers are indexed in "a few business days". Ours took 25 — and we found out eight days after that

itch.io says new sellers are indexed in "a few business days". Ours took 25 — and we found out eight days after that

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4 min read
How AutoDoc-Sentinel builds an autonomous agent: a constitution, a denial hierarchy, and an LLM as the last resort

How AutoDoc-Sentinel builds an autonomous agent: a constitution, a denial hierarchy, and an LLM as the last resort

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7 min read
Gemini 4 Argon Goes to Cyber Defenders First, the FTC Steps In, and Rubin NVL72 Goes Live

Gemini 4 Argon Goes to Cyber Defenders First, the FTC Steps In, and Rubin NVL72 Goes Live

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6 min read
How I made my AI agents learn from every approve, edit and reject

How I made my AI agents learn from every approve, edit and reject

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5 min read
Three Signals Say MCP Is Not Always the Right Tool, and What to Reach For Instead

Three Signals Say MCP Is Not Always the Right Tool, and What to Reach For Instead

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16 min read
Building a Foundry Agent That Queries Fabric Data, On Behalf of the User

Building a Foundry Agent That Queries Fabric Data, On Behalf of the User

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8 min read
From AI Trading Signals to Autonomous DeFi: Building a Risk-Controlled AI Agent

From AI Trading Signals to Autonomous DeFi: Building a Risk-Controlled AI Agent

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4 min read
AI assistant keeps giving outdated answers after codebase refactoring, how to update its learned knowledge?

AI assistant keeps giving outdated answers after codebase refactoring, how to update its learned knowledge?

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17 min read
Ambient Agents on AWS: Event-Driven Triggers, SQS Routing, and the ask_human Tool

Ambient Agents on AWS: Event-Driven Triggers, SQS Routing, and the ask_human Tool

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6 min read
I built a Sovereign, Self-Hosted Personal AI Agent Workspace: Meet Poka 🤖🛡️

I built a Sovereign, Self-Hosted Personal AI Agent Workspace: Meet Poka 🤖🛡️

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3 min read
Architectural Debt is the New Technical Debt

Architectural Debt is the New Technical Debt

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4 min read
I Built an Open-Source Studio for Building, Testing, and Deploying AI Agents

I Built an Open-Source Studio for Building, Testing, and Deploying AI Agents

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8 min read
AI model security controls: why knowing the rules isn't enough

AI model security controls: why knowing the rules isn't enough

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6 min read
My Comment Formula Worked Twice, Then Died — I Measured It

My Comment Formula Worked Twice, Then Died — I Measured It

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2 min read
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