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Architectural Deep-Dive: Cost-Aware Abstention for LLM-Based IT Ticket Classification

Architectural Deep-Dive: Cost-Aware Abstention for LLM-Based IT Ticket Classification

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3 min read
Architectural Deep-Dive: Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning

Architectural Deep-Dive: Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning

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3 min read
# From Punch Cards to the Cloud:The Evolution of DBMS (And When You Actually Don't Need One)

# From Punch Cards to the Cloud:The Evolution of DBMS (And When You Actually Don't Need One)

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3 min read
Why software is converging on Rust in the age of AI

Why software is converging on Rust in the age of AI

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20 min read
The Rise of Small Language Models: Why Smaller is Better for the Future of AI

The Rise of Small Language Models: Why Smaller is Better for the Future of AI

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3 min read
writable Kubernetes volumes are security contracts now

writable Kubernetes volumes are security contracts now

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9 min read
Seven phases, four gates: the process every AI-written change went through

Seven phases, four gates: the process every AI-written change went through

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3 min read
Nineteen calls, every time

Nineteen calls, every time

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5 min read
Installation evidence and a session fix do not accept the whole workflow

Installation evidence and a session fix do not accept the whole workflow

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3 min read
Misreported compliance is worse than hallucination

Misreported compliance is worse than hallucination

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3 min read
Hiring a Legacy Modernisation Partner: 8 Questions to Ask Before You Sign

Hiring a Legacy Modernisation Partner: 8 Questions to Ask Before You Sign

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4 min read
Staged npm publishing is production change control

Staged npm publishing is production change control

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7 min read
Open-Sourcing Agent Skills v5.6.0 — Context Engineering & Multi-Agent Pack for AI Coding Assistants

Open-Sourcing Agent Skills v5.6.0 — Context Engineering & Multi-Agent Pack for AI Coding Assistants

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1 min read
The Rotation Layer — Or, the Anchor That Leaves the Room

The Rotation Layer — Or, the Anchor That Leaves the Room

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5 min read
GitHub Push Rejected: "File Exceeds 100 MB" (GH001) — Fix It With filter-repo or LFS

GitHub Push Rejected: "File Exceeds 100 MB" (GH001) — Fix It With filter-repo or LFS

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6 min read
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