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Dekita

One person, a stack of AI agents, and a daily publishing pipeline. I write about what actually works — and the parts that quietly break.

Your agent loop will fail silently. Here are three checks that catch it.

Your agent loop will fail silently. Here are three checks that catch it.

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7 min read
I built an offline invoice sorter for freelancers, then measured whether local inference is actually cheaper

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission 💸

I built an offline invoice sorter for freelancers, then measured whether local inference is actually cheaper

Comments
12 min read
One prompt shouldn't own your cloud: scoping AWS Bedrock AgentCore credentials

One prompt shouldn't own your cloud: scoping AWS Bedrock AgentCore credentials

Comments 1
5 min read
Stop your agent from inventing APIs: rebuild the contract from a HAR file

Stop your agent from inventing APIs: rebuild the contract from a HAR file

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5 min read
Your agent just added a package that does not exist — run this before npm install

Your agent just added a package that does not exist — run this before npm install

Comments 1
6 min read
Your agent sandbox isolates it. It does not govern it — and two of your rules cannot exist in a sandbox.

Your agent sandbox isolates it. It does not govern it — and two of your rules cannot exist in a sandbox.

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6 min read
Your agent did something — but nobody can say what. A practical audit trail pattern for agent tool calls

Your agent did something — but nobody can say what. A practical audit trail pattern for agent tool calls

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5 min read
Your coding agent is following rules that are no longer true. Here is the fix.

Your coding agent is following rules that are no longer true. Here is the fix.

Comments 5
6 min read
Your coding agent is only trustworthy where you can inspect its work. Draw that line.

Your coding agent is only trustworthy where you can inspect its work. Draw that line.

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5 min read
Code review is your last line of defense against agent pull requests

Code review is your last line of defense against agent pull requests

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Comments 2
5 min read
Your agent loads every tool schema by default. Decide which ones it should see.

Your agent loads every tool schema by default. Decide which ones it should see.

Comments 1
5 min read
Your agent loop has no cost ceiling. Here is the fix.

Your agent loop has no cost ceiling. Here is the fix.

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7 min read
Your agent's kill switch was never tested. That is the whole bug.

Your agent's kill switch was never tested. That is the whole bug.

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Comments 1
6 min read
Your coding agent will call a function that does not exist. Here is the fix.

Your coding agent will call a function that does not exist. Here is the fix.

Comments
5 min read
Your prompt won't fix AI-sounding writing. A lint rule will.

Your prompt won't fix AI-sounding writing. A lint rule will.

Comments
5 min read
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