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Valid JSON, Wrong Shape: Structured Output Across Three AI Backends

Valid JSON, Wrong Shape: Structured Output Across Three AI Backends

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Comments 1
9 min read
The Session Ended With "270/270, Verified." The Next One Started With Everything Broken

The Session Ended With "270/270, Verified." The Next One Started With Everything Broken

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10 min read
LLM Observability 2026: Why Traditional Monitoring Is Blind to AI Systems

LLM Observability 2026: Why Traditional Monitoring Is Blind to AI Systems

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4 min read
AI Made Bugs Cheap to Find

AI Made Bugs Cheap to Find

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6 min read
Trend: EU AI Act Artikel 50 in Kraft

Trend: EU AI Act Artikel 50 in Kraft

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4 min read
Keep a Ledger of Model Failures Instead of Trusting the Release Notes

Keep a Ledger of Model Failures Instead of Trusting the Release Notes

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5 min read
My 3B Model Found a Shortcut. It Took Me Three Fixes to Close It.

My 3B Model Found a Shortcut. It Took Me Three Fixes to Close It.

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9 min read
Prompt injection and API key exfiltration: what actually happens

Prompt injection and API key exfiltration: what actually happens

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3 min read
New Models From Google, DeepSeek, and xAI This Week — LLM Price Watch Digest

New Models From Google, DeepSeek, and xAI This Week — LLM Price Watch Digest

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3 min read
Letting an LLM call your APIs without losing sleep

Letting an LLM call your APIs without losing sleep

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7 min read
When "Hidden" Reasoning Isn't Hidden: The OpenAI/Anthropic/Google Encrypted Trace Replay Bug

When "Hidden" Reasoning Isn't Hidden: The OpenAI/Anthropic/Google Encrypted Trace Replay Bug

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6 min read
Same Model, 13.3% to 38.3%

Same Model, 13.3% to 38.3%

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7 min read
Judging an LLM judge?

Judging an LLM judge?

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1 min read
Agents That Act Need Brakes, Not Just Brains

Demos earn misplaced trust before safeguards exist

Agents That Act Need Brakes, Not Just Brains

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Comments 50
7 min read
What Happens When an LLM Never Reads Beyond Fifth Grade?

What Happens When an LLM Never Reads Beyond Fifth Grade?

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6 min read
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