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How do you eval LLM output that isn't code?

How do you eval LLM output that isn't code?

Comments 1
3 min read
Your AI Agent Isn't Failing Because It Hallucinates — It's Failing Because of Rate Limits

Correctness trade-offs in capacity engineering

Your AI Agent Isn't Failing Because It Hallucinates — It's Failing Because of Rate Limits

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Comments 24
6 min read
How I Cut Token Costs 60% During Agent Development with Dependency-Aware Replay

How I Cut Token Costs 60% During Agent Development with Dependency-Aware Replay

Comments 2
5 min read
How I create fully localled Voice Agent App + RAG

How I create fully localled Voice Agent App + RAG

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Comments 1
11 min read
An LLM Walks Into General Relativity - Lessons from a Devoxx Talk

An LLM Walks Into General Relativity - Lessons from a Devoxx Talk

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3 min read
Mistral's Codestral Isn't Another Generalist Model

Mistral's Codestral Isn't Another Generalist Model

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3 min read
6 months solo on a multi-agent PR reviewer. 10.93 vs 3.80 blockers/PR (claude alone) on my benchmark — please test on real PRs and tell me where it's wrong

6 months solo on a multi-agent PR reviewer. 10.93 vs 3.80 blockers/PR (claude alone) on my benchmark — please test on real PRs and tell me where it's wrong

Comments 1
2 min read
Your prompt is getting longer without you knowing it (and it's killing your margins)

Your prompt is getting longer without you knowing it (and it's killing your margins)

Comments 1
2 min read
Speed, caching, and the 40x cost wall

Speed, caching, and the 40x cost wall

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3 min read
Hermes Agent Skill Authoring — SKILL.md Structure and Best Practices

Hermes Agent Skill Authoring — SKILL.md Structure and Best Practices

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10 min read
I Built a Free Daily AI News Engine Using Claude Code CLI — No API Key Needed

I Built a Free Daily AI News Engine Using Claude Code CLI — No API Key Needed

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3 min read
Building AI agents with Vercel AI SDK

Building AI agents with Vercel AI SDK

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6 min read
When a scraping platform is too much for an LLM workflow

When a scraping platform is too much for an LLM workflow

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4 min read
Security AI shouldn't only belong to the giants.

Security AI shouldn't only belong to the giants.

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1 min read
Should You Use RAG or Fine-Tune Your LLM?

Should You Use RAG or Fine-Tune Your LLM?

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Comments 2
13 min read
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