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Headroom: How Context Compression Cuts Agent Token Costs by 60–95% Without Changing Answers

Headroom: How Context Compression Cuts Agent Token Costs by 60–95% Without Changing Answers

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Comments 4
6 min read
Your Agent Remembers Your Repo It Doesn't Know Your Dog's Name

Your Agent Remembers Your Repo It Doesn't Know Your Dog's Name

Comments 3
7 min read
Three Agents Share One Soul Over MCP With Zero Tool Calls Per Turn

Three Agents Share One Soul Over MCP With Zero Tool Calls Per Turn

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8 min read
Ten Hours of Agents and Nobody Asked You Anything

Ten Hours of Agents and Nobody Asked You Anything

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7 min read
AI review benchmarks score the bot. Nobody scores the reader

AI review benchmarks score the bot. Nobody scores the reader

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4 min read
Binary Test Rewards in Code Agent RL Reward Sloppy Diffs

Binary Test Rewards in Code Agent RL Reward Sloppy Diffs

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Comments 3
3 min read
Why AI Agents Can Burn So Much More Electricity Than a Single Prompt

Why AI Agents Can Burn So Much More Electricity Than a Single Prompt

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3 min read
Preventing double-purchases in agentic commerce — the retry-storm problem

Preventing double-purchases in agentic commerce — the retry-storm problem

Comments 2
3 min read
A Case for Evidence Based Agentic Development

A Case for Evidence Based Agentic Development

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12 min read
Two Qwen agents negotiated a price on Monad without ever seeing each other's number

Two Qwen agents negotiated a price on Monad without ever seeing each other's number

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7 min read
My First Day Inside Grok Bot Galaxy: AI Agents Are Starting to Feel Like Teammates

My First Day Inside Grok Bot Galaxy: AI Agents Are Starting to Feel Like Teammates

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6 min read
Source-Aware Verification for MCP Agents: Why Fact-Checking Isn't Enough When Tools Lie About Provenance

Source-Aware Verification for MCP Agents: Why Fact-Checking Isn't Enough When Tools Lie About Provenance

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Comments 2
6 min read
Can Ultrafast improve latency-sensitive API routes, and how do you test it?

Can Ultrafast improve latency-sensitive API routes, and how do you test it?

Comments 1
6 min read
How to build a Biomedical Literature Search Agent

How to build a Biomedical Literature Search Agent

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Comments 2
13 min read
Why Hire a Chef Just to Pick From the Menu?

Why Hire a Chef Just to Pick From the Menu?

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Comments 1
8 min read
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