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# llm

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I Built an API for LLM JSON Validation in Rust — Here’s What I Learned

I Built an API for LLM JSON Validation in Rust — Here’s What I Learned

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5 min read
Why Your AI Agents Need a Firewall: Building agent-airlock

Why Your AI Agents Need a Firewall: Building agent-airlock

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5 min read
Building SupportX AI Assist: A Multi-Agent IT Support System

Building SupportX AI Assist: A Multi-Agent IT Support System

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7 min read
We Tested Claude Opus 4.6 and Gemini 3 Pro Against 50 Attacks. Both Scored 95/100 — But Failed Differently.

We Tested Claude Opus 4.6 and Gemini 3 Pro Against 50 Attacks. Both Scored 95/100 — But Failed Differently.

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3 min read
Augustus: Open Source LLM Prompt Injection Scanner

Augustus: Open Source LLM Prompt Injection Scanner

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5 min read
How We Achieved 30% Conversion Lift by Moving from GPT-4 to LoRA Adapters

How We Achieved 30% Conversion Lift by Moving from GPT-4 to LoRA Adapters

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11 min read
I Spent 48 Hours Red-Teaming the "Magic AI Assistant" Everyone's Hyping. Here's What I Found.

I Spent 48 Hours Red-Teaming the "Magic AI Assistant" Everyone's Hyping. Here's What I Found.

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9 min read
I Built an AI Companion on Telegram That Actually Remembers You

I Built an AI Companion on Telegram That Actually Remembers You

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3 min read
Stop Paying Twice for AI — Turn Your CLI Agents Into Rubber Ducks

Stop Paying Twice for AI — Turn Your CLI Agents Into Rubber Ducks

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6 min read
I built a “deterministic” LLM text rephraser with a validation pipeline - looking for architectural feedback

I built a “deterministic” LLM text rephraser with a validation pipeline - looking for architectural feedback

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3 min read
Why I Replaced LangChain with 15KB of httpx

Why I Replaced LangChain with 15KB of httpx

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6 min read
How to Design LLM Applications for Production: A System Design Guide

How to Design LLM Applications for Production: A System Design Guide

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6 min read
Realtime steering: interrupt, barge-in, redirect, and guide the AI

Realtime steering: interrupt, barge-in, redirect, and guide the AI

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4 min read
Why Your AI Agent Keeps Forgetting Things

Why Your AI Agent Keeps Forgetting Things

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4 min read
Building an AI Visibility Monitoring Tool: A Developer's Guide to Tracking LLM Citations

Building an AI Visibility Monitoring Tool: A Developer's Guide to Tracking LLM Citations

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9 min read
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