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The Silent Quality Collapse: Why Your LLM Router Is Costing You More Than You Saved

The Silent Quality Collapse: Why Your LLM Router Is Costing You More Than You Saved

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10 min read
The New System Design Question in 2026 Interviews: Design an LLM Chat Service

The New System Design Question in 2026 Interviews: Design an LLM Chat Service

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7 min read
Darwin-180B-RSI Tops Swiss Legal Reasoning Benchmarks Without Domain-Specific Training

Darwin-180B-RSI Tops Swiss Legal Reasoning Benchmarks Without Domain-Specific Training

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4 min read
We trained an agent skill instead of writing it. The validation gate rejected most of our edits.

We trained an agent skill instead of writing it. The validation gate rejected most of our edits.

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4 min read
Should Your AI Agent Act? An Engineer's Guide to Action Gates, Confidence, and the Latency Budget

Should Your AI Agent Act? An Engineer's Guide to Action Gates, Confidence, and the Latency Budget

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13 min read
Prompt injection is a data plane problem

Prompt injection is a data plane problem

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7 min read
Running 100B+ MoE Models on a Single RTX 4090: A Practical Guide to Expert Offloading with llama.cpp

Running 100B+ MoE Models on a Single RTX 4090: A Practical Guide to Expert Offloading with llama.cpp

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8 min read
When Every Gateway Ships Its Own Decision Model

When Every Gateway Ships Its Own Decision Model

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8 min read
Screenshot APIs all send your page content to their servers — built a self-hosted one, looking for feedback

Screenshot APIs all send your page content to their servers — built a self-hosted one, looking for feedback

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2 min read
The Silent Quality Collapse: Why Your LLM Router Is Secretly Destroying User Trust

The Silent Quality Collapse: Why Your LLM Router Is Secretly Destroying User Trust

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5 min read
I had Claude Code and Codex build a product together in a shared room, then let them sell it to other agents. Here's what happened

I had Claude Code and Codex build a product together in a shared room, then let them sell it to other agents. Here's what happened

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2 min read
The AI Skill Most Developers Are Ignoring (And Why It's About to Matter a Lot)

The AI Skill Most Developers Are Ignoring (And Why It's About to Matter a Lot)

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4 min read
ModelScope's Mirror Strategy: What Korean AI Benchmark FINAL-Bench's Experience Tells Developers About Cross-Platform Model Distribution

ModelScope's Mirror Strategy: What Korean AI Benchmark FINAL-Bench's Experience Tells Developers About Cross-Platform Model Distribution

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4 min read
The Model Is Not the Product. Here's What Actually Is.

The Model Is Not the Product. Here's What Actually Is.

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4 min read
I got tired of sending half-written thoughts to cloud AI, so I built this for Mac

I got tired of sending half-written thoughts to cloud AI, so I built this for Mac

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4 min read
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