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llama.cpp MTP Boost, New Gemma-4 GGUF, & Qwen 3.6 Local Benchmarks

llama.cpp MTP Boost, New Gemma-4 GGUF, & Qwen 3.6 Local Benchmarks

Comments
3 min read
Google ADK Security: 5 Layers That Defend AI Agents From Prompt Injection

Attacks arriving via tools instead of chat

Google ADK Security: 5 Layers That Defend AI Agents From Prompt Injection

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Comments 24
5 min read
A year of AI-agent incidents. The model is rarely the bug.

A year of AI-agent incidents. The model is rarely the bug.

Comments 2
10 min read
Why Your React Frontend Crashes When an LLM Streams Malformed JSON

Why Your React Frontend Crashes When an LLM Streams Malformed JSON

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1 min read
AI harness engineering is an interesting field, but testing can get costly really fast!

AI harness engineering is an interesting field, but testing can get costly really fast!

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2 min read
How I built a deterministic prompt injection detector: 22 signatures, no ML, ~23ms server-side

How I built a deterministic prompt injection detector: 22 signatures, no ML, ~23ms server-side

Comments
8 min read
Qwen3.6-27B + vLLM + Hermes on 24GB VRAM: May 2026 Recipe

Qwen3.6-27B + vLLM + Hermes on 24GB VRAM: May 2026 Recipe

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4 min read
Stop reinventing 'ask GPT-4 and Claude and a regex, then count the votes'

Stop reinventing 'ask GPT-4 and Claude and a regex, then count the votes'

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4 min read
The Agent Harness Is the Real Product. The Model Is Just the Engine.

The Agent Harness Is the Real Product. The Model Is Just the Engine.

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10 min read
Your agent's memory should compute confidence, not store it

Your agent's memory should compute confidence, not store it

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Comments 9
4 min read
I Replaced My Old AI Agent Stack with Hermes — and It Finally Feels Like Infrastructure

I Replaced My Old AI Agent Stack with Hermes — and It Finally Feels Like Infrastructure

Comments 2
3 min read
RLHF in 2026: when to pick PPO, DPO, or verifier-based RL

RLHF in 2026: when to pick PPO, DPO, or verifier-based RL

Comments
7 min read
Stop hallucinating: a developer API for grounding LLM responses with signed, sourced claims

Stop hallucinating: a developer API for grounding LLM responses with signed, sourced claims

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4 min read
Why Does AI Have Limits? Understanding What Today's Models Can't Do

Why Does AI Have Limits? Understanding What Today's Models Can't Do

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Comments
4 min read
I am new here

I am new here

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1 min read
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