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Evaluating AI Agent Tool Use

Evaluating AI Agent Tool Use

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Comments 7
4 min read
We benchmarked AI memory systems on LongMemEval — here is the honest data

We benchmarked AI memory systems on LongMemEval — here is the honest data

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2 min read
One API Key, Multiple LLM Providers: Comparing Gateways for Python Text Classification

One API Key, Multiple LLM Providers: Comparing Gateways for Python Text Classification

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5 min read
Designing a Multi-Model Answer Grid Without Hiding Uncertainty

Designing a Multi-Model Answer Grid Without Hiding Uncertainty

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3 min read
Teach Claude your workflow: build an Agent Skill with SKILL.md

Teach Claude your workflow: build an Agent Skill with SKILL.md

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10 min read
Hermes Agent's Self-Improving Loop: What Recursive Learning Reveals About Agent Harness Architecture

Hermes Agent's Self-Improving Loop: What Recursive Learning Reveals About Agent Harness Architecture

Comments 1
5 min read
AuthLM: Why Your LLM Router Shouldn't Also Be Your Credential Manager

AuthLM: Why Your LLM Router Shouldn't Also Be Your Credential Manager

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3 min read
My Agent Spent $23 Overnight. Here's Why My Limits Held and My Alerts Didn't.

My Agent Spent $23 Overnight. Here's Why My Limits Held and My Alerts Didn't.

Comments 4
7 min read
From Guesswork to Evidence: How BotTalk Built a Systematic Approach to AI Model Selection

From Guesswork to Evidence: How BotTalk Built a Systematic Approach to AI Model Selection

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4 min read
Your RAG Isn't Broken. Your Retrieval Pipeline Is.

Your RAG Isn't Broken. Your Retrieval Pipeline Is.

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16 min read
I told the model to separate fields with <TAB>. It did exactly that, and I lost 79 percent of my data.

I told the model to separate fields with <TAB>. It did exactly that, and I lost 79 percent of my data.

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3 min read
Free vs Self-Hosted Models: A Break-Even Framework for Agent Workloads

Free vs Self-Hosted Models: A Break-Even Framework for Agent Workloads

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5 min read
I made retrieval 4x better and my agent got worse

I made retrieval 4x better and my agent got worse

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Comments 13
4 min read
Free AI Tokens Are a Trap: An Opinionated Cost Gate for Model Experiments

Free AI Tokens Are a Trap: An Opinionated Cost Gate for Model Experiments

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5 min read
Batch LLM Jobs Without Breaking the Bank: A Queue-First Architecture for Free Tiers

Batch LLM Jobs Without Breaking the Bank: A Queue-First Architecture for Free Tiers

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4 min read
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