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LLM Pricing Digest: DeepSeek Quietly Drops Two New Flash Models

LLM Pricing Digest: DeepSeek Quietly Drops Two New Flash Models

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3 min read
Your Test Environment Is Not a Sandbox If It Has Internet Access

Your Test Environment Is Not a Sandbox If It Has Internet Access

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3 min read
Iran Used Claude to Target US Navy Ships. Here's the Jailbreak Pattern Nobody Caught

Iran Used Claude to Target US Navy Ships. Here's the Jailbreak Pattern Nobody Caught

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6 min read
Adversa's October Agent Security Roundups: The Bugs Moved Below the Prompt

Adversa's October Agent Security Roundups: The Bugs Moved Below the Prompt

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3 min read
5 Safety Guards for Auto-Archiving Another AI Agent's Conversations into My Vault: Designing a Manus API Bridge

5 Safety Guards for Auto-Archiving Another AI Agent's Conversations into My Vault: Designing a Manus API Bridge

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7 min read
sk-1234 Is Not a Secret, It's a Docs Example, and 10% of You Shipped It Anyway

sk-1234 Is Not a Secret, It's a Docs Example, and 10% of You Shipped It Anyway

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3 min read
Your AI agent lied to me today. Here's the system that stopped it.

Your AI agent lied to me today. Here's the system that stopped it.

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4 min read
When you "repair" truncated JSON, you stop noticing it was truncated

When you "repair" truncated JSON, you stop noticing it was truncated

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6 min read
Google's QAT Gemma 4 26B-A4B on One TPU v6e: 15.6x the KV Cache and 1.9x the Throughput of FP8

Google's QAT Gemma 4 26B-A4B on One TPU v6e: 15.6x the KV Cache and 1.9x the Throughput of FP8

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12 min read
AWQ Looked 10 Points Better on GSM8K Until I Stopped Truncating the Answers

AWQ Looked 10 Points Better on GSM8K Until I Stopped Truncating the Answers

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12 min read
Optimizing for the 8GB Barrier: Strategic Model Selection for Local AI

Optimizing for the 8GB Barrier: Strategic Model Selection for Local AI

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5 min read
Jev: What Happens When AI Stops Generating and Starts Deciding?

Jev: What Happens When AI Stops Generating and Starts Deciding?

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8 min read
Your AI Agent Lies About Finishing Work — Here's the Fix That Cost Us Two Generations to Learn

Your AI Agent Lies About Finishing Work — Here's the Fix That Cost Us Two Generations to Learn

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3 min read
How to Build an AI Fanfic Generator That Remembers Canon and Character Voice

How to Build an AI Fanfic Generator That Remembers Canon and Character Voice

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7 min read
The Verifier Design Playbook: How to Build RLVR Gyms That Models Can't Game

The Verifier Design Playbook: How to Build RLVR Gyms That Models Can't Game

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11 min read
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