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Stop Praying Your LLM Returns Valid JSON: How We Enforce Gate-Level Schemas in Next.js 15

Stop Praying Your LLM Returns Valid JSON: How We Enforce Gate-Level Schemas in Next.js 15

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3 min read
Developers Are Optimising for Google. AI Is Watching Something Else

Developers Are Optimising for Google. AI Is Watching Something Else

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6 min read
MoE Capacity Factor: Why Mixture-of-Experts Drops Your Tokens

MoE Capacity Factor: Why Mixture-of-Experts Drops Your Tokens

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8 min read
From ChatGPT to AI Agents: What Actually Changed Between 2022 and 2026

From ChatGPT to AI Agents: What Actually Changed Between 2022 and 2026

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9 min read
I Kept Retrying a Local Model Into the Right Shape. Turns Out I Didn't Have To Retry At All.

I Kept Retrying a Local Model Into the Right Shape. Turns Out I Didn't Have To Retry At All.

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4 min read
Self-Hosted Gemma 4 on TPU v6e: Deployment & SRE with Antigravity

Self-Hosted Gemma 4 on TPU v6e: Deployment & SRE with Antigravity

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8 min read
How I Built a Portfolio Risk & Return Tracker with EODHD

How I Built a Portfolio Risk & Return Tracker with EODHD

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5 min read
Google mise sur des Gemini moins chers, pas plus forts

Google mise sur des Gemini moins chers, pas plus forts

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5 min read
Weekend #2: Scafolding the 3-Way LLM Orchestration

Weekend #2: Scafolding the 3-Way LLM Orchestration

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4 min read
Why 99% Fast Can Still Feel Completely Broken. That's where averages lie and percentile dont.

Why 99% Fast Can Still Feel Completely Broken. That's where averages lie and percentile dont.

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5 min read
The AI Prompt a Canadian MLA Read Out Loud — And What It Teaches

The AI Prompt a Canadian MLA Read Out Loud — And What It Teaches

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4 min read
Agent Memory Is Not Merely a Storage & Retrieval Problem, It Is an Architecture Problem.

Agent Memory Is Not Merely a Storage & Retrieval Problem, It Is an Architecture Problem.

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2 min read
How vLLM Actually Manages KV Cache (vs the Toy Version I Built)

How vLLM Actually Manages KV Cache (vs the Toy Version I Built)

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4 min read
DeepSeek pauses fundraise over Huawei deficit as Hugging Face demands $100M

DeepSeek pauses fundraise over Huawei deficit as Hugging Face demands $100M

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9 min read
Claude Opus 5: beats Fable 5 at half the price — and 'awakens' in its own system card

Claude Opus 5: beats Fable 5 at half the price — and 'awakens' in its own system card

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4 min read
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