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Jev as a Tool Router: Cutting Agent Cost Without Killing the Investigation

Jev as a Tool Router: Cutting Agent Cost Without Killing the Investigation

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7 min read
Local AI on a 16GB M4 Mac: 62 seconds to drafts, not publication

Local AI on a 16GB M4 Mac: 62 seconds to drafts, not publication

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Comments 1
4 min read
Why your agent says it finished when it didn't

Why your agent says it finished when it didn't

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3 min read
Real Estate Scraper A token-efficient scraper with llm formatting

Real Estate Scraper A token-efficient scraper with llm formatting

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Comments 1
1 min read
Please try to hack my fake store's AI support bot!

Please try to hack my fake store's AI support bot!

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Comments 1
1 min read
MCP Tools vs Resources vs Prompts: What to Expose to an AI Agent

MCP Tools vs Resources vs Prompts: What to Expose to an AI Agent

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4 min read
Tool Poisoning Isn't Code, It's Text: How MCP Tool Descriptions Smuggle Prompt Injection

Tool Poisoning Isn't Code, It's Text: How MCP Tool Descriptions Smuggle Prompt Injection

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4 min read
The Wildcard Scope Problem: Why MCP Configs Default to admin:* Instead of Least Privilege

The Wildcard Scope Problem: Why MCP Configs Default to admin:* Instead of Least Privilege

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3 min read
Jev Is Fast Because the Reasoning Moved Into Your Architecture

Jev Is Fast Because the Reasoning Moved Into Your Architecture

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9 min read
Exploring AI for Humanitarian Impact at the Ubuntu Voice Hackathon

Exploring AI for Humanitarian Impact at the Ubuntu Voice Hackathon

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2 min read
Half an Answer Is Worse Than No Answer: Streaming Termination as a Protocol

Half an Answer Is Worse Than No Answer: Streaming Termination as a Protocol

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5 min read
Nano LM Studio

Nano LM Studio

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1 min read
Retrieval overlap went up 13 points by promoting sentences to paragraphs

Retrieval overlap went up 13 points by promoting sentences to paragraphs

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4 min read
Aider Says 'No Endpoints Found' — Your Model Was Retired, Here's How to Fix It

Aider Says 'No Endpoints Found' — Your Model Was Retired, Here's How to Fix It

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2 min read
LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale

LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale

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5 min read
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