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Prompt Engineering: What Still Works in 2026

Prompt Engineering: What Still Works in 2026

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5 min read
Probing Classifiers: Finding What a Layer Knows

Probing Classifiers: Finding What a Layer Knows

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6 min read
Designing ichat Against the OWASP Top 10: Privacy Principles Behind an AI Reply Generator

Designing ichat Against the OWASP Top 10: Privacy Principles Behind an AI Reply Generator

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2 min read
Prefill vs Decode: The Two Halves of Inference

Prefill vs Decode: The Two Halves of Inference

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4 min read
Anti-Pattern: One Model for Everything

Anti-Pattern: One Model for Everything

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5 min read
Battery and Thermal Cost of On-Device Inference: Joules Per Token

Battery and Thermal Cost of On-Device Inference: Joules Per Token

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7 min read
Eight Things That Surprise Backend Engineers About AI Systems

Eight Things That Surprise Backend Engineers About AI Systems

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6 min read
o1's Context Window and the Reasoning Tokens Eating Into It

o1's Context Window and the Reasoning Tokens Eating Into It

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5 min read
Claude Code hooks stop firing on MCP tools after the first deny (found it while trying to cut tokens)

Claude Code hooks stop firing on MCP tools after the first deny (found it while trying to cut tokens)

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8 min read
Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and Reranking

Beyond Vector Search: Building Better RAG Retrieval with Hybrid Search and Reranking

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11 min read
The Best Model Isn’t Enough: Harnesses, Context, and Better Prompts

The Best Model Isn’t Enough: Harnesses, Context, and Better Prompts

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3 min read
What a New Model Release Actually Requires From Your Code

What a New Model Release Actually Requires From Your Code

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6 min read
Cosine Similarity vs Dot Product vs Euclidean

Cosine Similarity vs Dot Product vs Euclidean

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5 min read
Bir web sitesini yapay zekâya teslim ettim: kafa1milyon'un otonom yayın mimarisi (Bölüm 1)

Bir web sitesini yapay zekâya teslim ettim: kafa1milyon'un otonom yayın mimarisi (Bölüm 1)

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5 min read
A Commenter Caught Me Contradicting My Own Book

A Commenter Caught Me Contradicting My Own Book

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4 min read
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