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From Chatbots to Autonomous Agents: The Shift That's Redefining Software

From Chatbots to Autonomous Agents: The Shift That's Redefining Software

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3 min read
I Tested 6 Attacks on Multi-Agent Systems — Here's Which Ones Agents Can't See

I Tested 6 Attacks on Multi-Agent Systems — Here's Which Ones Agents Can't See

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4 min read
STRATEGY.md as code — turning a doc nobody reads into an LLM contract

STRATEGY.md as code — turning a doc nobody reads into an LLM contract

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10 min read
MoE Beat Dense 27B by 2.4x on 8GB VRAM — The 35B-A3B Benchmark Nobody Expected

MoE Beat Dense 27B by 2.4x on 8GB VRAM — The 35B-A3B Benchmark Nobody Expected

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5 min read
Build a BPE tokenizer in 30 lines of Python and you will never read a prompt the same way again

Build a BPE tokenizer in 30 lines of Python and you will never read a prompt the same way again

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5 min read
AI Weekly: 3/27–4/1 | Anthropic's Triple Shock, Arm's First-Ever Chip, Apple Opens Siri to Rivals

AI Weekly: 3/27–4/1 | Anthropic's Triple Shock, Arm's First-Ever Chip, Apple Opens Siri to Rivals

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6 min read
Grounding the Agent: How Symbolic Rules Help LLMs Stay on Track

Grounding the Agent: How Symbolic Rules Help LLMs Stay on Track

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7 min read
How I Built a Self-Improving AI Agent Pipeline That Fixes Its Own Failures

How I Built a Self-Improving AI Agent Pipeline That Fixes Its Own Failures

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6 min read
Cross-Model Persona Fidelity: Is Your AI Agent Still 'Them' on a Different LLM?

Cross-Model Persona Fidelity: Is Your AI Agent Still 'Them' on a Different LLM?

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2 min read
Executable Documentation: When Your Comments Become Tests

Executable Documentation: When Your Comments Become Tests

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7 min read
Anthropic Message Batching: When 50% Off Is Worth the Latency

Anthropic Message Batching: When 50% Off Is Worth the Latency

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6 min read
Logprobs in Production: 4 Things You Can Actually Do With Them

Logprobs in Production: 4 Things You Can Actually Do With Them

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8 min read
Vision Models for OCR: When They Beat Tesseract and When They Don't

Vision Models for OCR: When They Beat Tesseract and When They Don't

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7 min read
Speculative Decoding for Self-Hosted LLMs: When the Math Pays Off

Speculative Decoding for Self-Hosted LLMs: When the Math Pays Off

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6 min read
LLM Behavior Diff Model Update Detector

LLM Behavior Diff Model Update Detector

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7 min read
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