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redb.Route.Llm 3.1.1 — per-message audit fields for LLM compliance / replay

redb.Route.Llm 3.1.1 — per-message audit fields for LLM compliance / replay

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1 min read
Why Your AI Vendor Contract Needs an Evals Clause

Why Your AI Vendor Contract Needs an Evals Clause

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4 min read
The Audit Tax: Why Your Agent Made You Slower

The Audit Tax: Why Your Agent Made You Slower

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3 min read
A simple way to test model fallbacks with RouterBase

A simple way to test model fallbacks with RouterBase

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1 min read
I Built an AI Pipeline for 10,000 Daily Listings. Here's What Broke at Scale.

I Built an AI Pipeline for 10,000 Daily Listings. Here's What Broke at Scale.

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5 min read
Why 95 Reviews Beats 20 Reviews — Even When Both Score 95%

Why 95 Reviews Beats 20 Reviews — Even When Both Score 95%

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6 min read
The hardest part of my AI dating app wasn't the AI — it was making it not sound like AI

The hardest part of my AI dating app wasn't the AI — it was making it not sound like AI

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3 min read
Prefix caching at scale: when it saves you 80% of prefill cost, and the eviction policies that quietly turn it into 5%

Prefix caching at scale: when it saves you 80% of prefill cost, and the eviction policies that quietly turn it into 5%

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9 min read
I Reduced My System Prompt Tokens by 70% Using a Custom Prompt DSL

I Reduced My System Prompt Tokens by 70% Using a Custom Prompt DSL

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6 min read
MCTS-Reasoning: Tree Search for LLM Reasoning

MCTS-Reasoning: Tree Search for LLM Reasoning

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3 min read
My LLM Bill Kept Growing, but User Traffic Didn’t

My LLM Bill Kept Growing, but User Traffic Didn’t

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6 min read
How I Built a Zero-Copy Rust Proxy to Stop Runaway LLM API Bills (and Survived the Docker Loopback Trap)

Prevents autonomous agent retry loops

How I Built a Zero-Copy Rust Proxy to Stop Runaway LLM API Bills (and Survived the Docker Loopback Trap)

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3 min read
Why Your AI Agent Hallucinates in Production — And How Context Design Fixes It

Why Your AI Agent Hallucinates in Production — And How Context Design Fixes It

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5 min read
5 AI-Entertainment Hacks That Hit 100+ Upvotes — and What I Learned From Each

5 AI-Entertainment Hacks That Hit 100+ Upvotes — and What I Learned From Each

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4 min read
How to Measure AI ROI: A 2026 Framework for Proving Return on AI Spend

How to Measure AI ROI: A 2026 Framework for Proving Return on AI Spend

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6 min read
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