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The pleasing effect: why AI grades your CV on a curve

The pleasing effect: why AI grades your CV on a curve

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6 min read
ResKV: Recovering Evicted Token Contributions via Residual KV Cache — LongBench 32/32

ResKV: Recovering Evicted Token Contributions via Residual KV Cache — LongBench 32/32

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6 min read
Meta's Muse Glimmer: A 30B Open-Weight Model Built for Local AI Agents

Meta's Muse Glimmer: A 30B Open-Weight Model Built for Local AI Agents

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8 min read
Beyond Accuracy: Security Incidents During LLM Model Evaluation Every AI Engineer Should Understand

Beyond Accuracy: Security Incidents During LLM Model Evaluation Every AI Engineer Should Understand

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5 min read
MCP attack classes: a reference

MCP attack classes: a reference

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10 min read
From ReAct to StateGraph: Building a Production-Ready Research Agent with LangGraph and Firecrawl

From ReAct to StateGraph: Building a Production-Ready Research Agent with LangGraph and Firecrawl

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8 min read
I Measured What My Curated MCP Tool Output Is Actually Saving

I Measured What My Curated MCP Tool Output Is Actually Saving

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4 min read
Can image tokens cost less than text tokens - Explaining Gemini API Image Token Economics

Can image tokens cost less than text tokens - Explaining Gemini API Image Token Economics

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7 min read
Your text-to-SQL accuracy is measured on schemas your users will never build

Your text-to-SQL accuracy is measured on schemas your users will never build

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3 min read
Batch Moderation for Existing Posts and Comments: Bulk LLM Classification Jobs

Batch Moderation for Existing Posts and Comments: Bulk LLM Classification Jobs

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6 min read
MCP Tool Bloat Hits Local Models Harder: A Constraint Worth Talking About

MCP Tool Bloat Hits Local Models Harder: A Constraint Worth Talking About

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3 min read
Who Owns the Production Prompt?

Who Owns the Production Prompt?

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5 min read
How AI Crawlers Read Your Website: Preparing Content for LLMs

How AI Crawlers Read Your Website: Preparing Content for LLMs

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2 min read
Programming and Coding guideline

Programming and Coding guideline

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3 min read
Trust the parser, not the prompt: what running a cheap LLM in production taught me

Trust the parser, not the prompt: what running a cheap LLM in production taught me

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4 min read
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