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prima.cpp local llm benchmark: 15% Faster Than llama.cpp

prima.cpp local llm benchmark: 15% Faster Than llama.cpp

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8 min read
Faster PRs, Weaker Instincts: The Judgment Problem in AI-Assisted Engineering

Metrics mask silent logic gaps

Faster PRs, Weaker Instincts: The Judgment Problem in AI-Assisted Engineering

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4 min read
AI-Assisted Engineering: Faster to Build Isn't Cheaper to Own

QA and exception handling get denser

AI-Assisted Engineering: Faster to Build Isn't Cheaper to Own

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Comments 8
6 min read
Prompt Injection + Missing Authentication: How I Turned an AI Translation API into a Free LLM Abuse Vector (Denial of Wallet)

Prompt Injection + Missing Authentication: How I Turned an AI Translation API into a Free LLM Abuse Vector (Denial of Wallet)

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2 min read
My Pipeline Needed Three Different Models to Hand Off to Each Other Without Losing Validation Along the Way

My Pipeline Needed Three Different Models to Hand Off to Each Other Without Losing Validation Along the Way

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4 min read
I tracked which AI models people actually use for a month. The top 5 are all Chinese or open-weight.

I tracked which AI models people actually use for a month. The top 5 are all Chinese or open-weight.

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2 min read
Low-Rank Adapters Turn Preference Tuning Into Shortcut Tuning

Low-Rank Adapters Turn Preference Tuning Into Shortcut Tuning

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4 min read
"From Chatbot to Teammate: What Claude Tag Signals for How We Work"

"From Chatbot to Teammate: What Claude Tag Signals for How We Work"

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2 min read
Beyond the Chatbot: Why 2026 is the Year of the Agentic Orchestrator

Beyond the Chatbot: Why 2026 is the Year of the Agentic Orchestrator

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3 min read
Inside the Quiet Rise of Autonomous AI Agents

Inside the Quiet Rise of Autonomous AI Agents

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17 min read
Why Kimi K3 Still Can't Do What Einstein Did

RAG surfaces echoes, but misses paradigm shifts

Why Kimi K3 Still Can't Do What Einstein Did

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4 min read
Lesson 4 - Validation: A must-have cornerstone

Lesson 4 - Validation: A must-have cornerstone

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5 min read
Part 2 - Agentic AI

Part 2 - Agentic AI

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3 min read
GLM 5.2 Has a 1M Token Context Window. Here's What That Does to Your API Bill.

GLM 5.2 Has a 1M Token Context Window. Here's What That Does to Your API Bill.

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4 min read
I shipped an LLM efficiency + security kernel — and deleted my own best idea

I shipped an LLM efficiency + security kernel — and deleted my own best idea

Comments 5
3 min read
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