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MCP doesn't replace function calling. Your MCP client still emits one.

MCP doesn't replace function calling. Your MCP client still emits one.

Comments 2
3 min read
Does Jev remember 2023? A naive test says yes at p = 0.001. A within-company test says no.

Does Jev remember 2023? A naive test says yes at p = 0.001. A within-company test says no.

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6 min read
I replayed nine months of claims to prove Hindsight memory works

I replayed nine months of claims to prove Hindsight memory works

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5 min read
A 421M encoder beat a 1.5B LLM at running my agent, inside a browser tab

A 421M encoder beat a 1.5B LLM at running my agent, inside a browser tab

Comments 1
10 min read
A Vendor Deleted a Shutdown Date and Nothing Told Anyone. So I Counted the Next 90 Days.

A Vendor Deleted a Shutdown Date and Nothing Told Anyone. So I Counted the Next 90 Days.

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4 min read
Regression-testing a skill on a real AI assistant: from 155 seconds a case to 10 minutes a run

Regression-testing a skill on a real AI assistant: from 155 seconds a case to 10 minutes a run

Comments 3
7 min read
Open-Source Red Teaming Framework for LLMs, AI Agents, and RAG Systems

Open-Source Red Teaming Framework for LLMs, AI Agents, and RAG Systems

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1 min read
Building an Enterprise AI Chatbot: What the Architecture Actually Looks Like

Building an Enterprise AI Chatbot: What the Architecture Actually Looks Like

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5 min read
Prompt Engineering for Cinematic Video: How to Control Camera Trajectory and Subject Consistency Across Video Models

Prompt Engineering for Cinematic Video: How to Control Camera Trajectory and Subject Consistency Across Video Models

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4 min read
Your AI Agent Doesn’t Need an LLM for Every Decision — Meet Jev and the Rise of System One Models

Your AI Agent Doesn’t Need an LLM for Every Decision — Meet Jev and the Rise of System One Models

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5 min read
Your Agent Has Observability. It Doesn't Have Evals.

Your Agent Has Observability. It Doesn't Have Evals.

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10 min read
I built a RAG system to stop hallucinating. Then it started ghosting me.

I built a RAG system to stop hallucinating. Then it started ghosting me.

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6 min read
Experience Admission for White-Box Agentic RL: A Position on Dataflow between Exploration and the Base Policy

Experience Admission for White-Box Agentic RL: A Position on Dataflow between Exploration and the Base Policy

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16 min read
Your “AI Agent” Might Just Be an Automation

Your “AI Agent” Might Just Be an Automation

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2 min read
The Cleaner vs Data Leaks: Sanitizing LLM Context

The Cleaner vs Data Leaks: Sanitizing LLM Context

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4 min read
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