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A New Model Dropped. Don't Just Swap the ID.

A New Model Dropped. Don't Just Swap the ID.

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Comments 5
6 min read
The Same Platform Gives Its Tool Catalog BM25 and Its Memory Store ls

The Same Platform Gives Its Tool Catalog BM25 and Its Memory Store ls

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Comments 1
4 min read
On-Policy vs Off-Policy Training of LLMs: How Models Start Learning From Their Own Outputs

On-Policy vs Off-Policy Training of LLMs: How Models Start Learning From Their Own Outputs

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Comments 1
11 min read
HAProxy Holds Your Tokens for 206ms? Here's What the Default Is Actually Doing (And Why)

HAProxy Holds Your Tokens for 206ms? Here's What the Default Is Actually Doing (And Why)

Comments 1
8 min read
CrowdGPT - Let's train the future of AI together :D

CrowdGPT - Let's train the future of AI together :D

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Comments
1 min read
We didn't make the models smarter. We built the thing that catches them confidently wrong — and it caught us too.

We didn't make the models smarter. We built the thing that catches them confidently wrong — and it caught us too.

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Comments 6
9 min read
LLM Observability: Trace Cost, Sampling & Privacy

LLM Observability: Trace Cost, Sampling & Privacy

Comments 5
4 min read
How a theory of leftover surprise changed a memory layer

How a theory of leftover surprise changed a memory layer

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9 min read
I Open-Sourced a Codex Skill That Researches, Tests, and Judges Competing Solutions

I Open-Sourced a Codex Skill That Researches, Tests, and Judges Competing Solutions

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5 min read
One MCP server, eight AI clients: Apple Health setup that works everywhere

One MCP server, eight AI clients: Apple Health setup that works everywhere

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2 min read
GPT-4o API Costs Dropped 50% - How to Recalculate Your AI Budget

GPT-4o API Costs Dropped 50% - How to Recalculate Your AI Budget

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2 min read
Free LLM gateways, tested: what the free tier actually gives you in September 2026

Free LLM gateways, tested: what the free tier actually gives you in September 2026

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4 min read
How LangChain, LangGraph, LangSmith fits together

How LangChain, LangGraph, LangSmith fits together

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4 min read
Choosing between managed gateways and self-hosted libraries for LLM routing in 2026

Choosing between managed gateways and self-hosted libraries for LLM routing in 2026

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4 min read
What AI engines actually cite when you ask about LLM gateways

What AI engines actually cite when you ask about LLM gateways

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3 min read
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