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Tokenization is why your agent bill looks weird

Tokenization is why your agent bill looks weird

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4 min read
My AI visibility score was 29.2. Here is what the one number was hiding

My AI visibility score was 29.2. Here is what the one number was hiding

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3 min read
Running DeepSeek-V4.1-Flash (763B) on one 96 GB GPU: the three settings that decide your speed

Running DeepSeek-V4.1-Flash (763B) on one 96 GB GPU: the three settings that decide your speed

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3 min read
How much of your agent traffic actually repeats? Measure before you cache

How much of your agent traffic actually repeats? Measure before you cache

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4 min read
DeepSeek Open-Sourced the Engine Behind Its API. It Ships Without a KV Cache System

DeepSeek Open-Sourced the Engine Behind Its API. It Ships Without a KV Cache System

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6 min read
Agentes LLM: un cortocircuito para email

Agentes LLM: un cortocircuito para email

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4 min read
āđ‚āļĄāđ€āļ”āļĨāļ—āļĩāđˆāđ„āļĄāđˆāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļ„āļ§āļēāļĄ: d3-turbo 27B āļāļģāļĨāļąāļ‡āđ€āļ›āļĨāļĩāđˆāļĒāļ™āļāļ•āļīāļāļē AI āļŦāļĢāļ·āļ­āđāļ„āđˆāļŠāļ‡āļ„āļĢāļēāļĄāļ•āļąāļ§āđ€āļĨāļ‚?

āđ‚āļĄāđ€āļ”āļĨāļ—āļĩāđˆāđ„āļĄāđˆāđ€āļ‚āļĩāļĒāļ™āļ‚āđ‰āļ­āļ„āļ§āļēāļĄ: d3-turbo 27B āļāļģāļĨāļąāļ‡āđ€āļ›āļĨāļĩāđˆāļĒāļ™āļāļ•āļīāļāļē AI āļŦāļĢāļ·āļ­āđāļ„āđˆāļŠāļ‡āļ„āļĢāļēāļĄāļ•āļąāļ§āđ€āļĨāļ‚?

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2 min read
How much VRAM do open LLMs really need? Real GGUF sizes for 35 models (October 2026)

How much VRAM do open LLMs really need? Real GGUF sizes for 35 models (October 2026)

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5 min read
Airflow AI Provider 1.0: Agents, Sandboxes, and Human Approval in Production DAGs

Airflow AI Provider 1.0: Agents, Sandboxes, and Human Approval in Production DAGs

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8 min read
āļĢāļąāļ™ 816B āđƒāļ™āđ€āļ„āļĢāļ·āđˆāļ­āļ‡āļ•āļąāļ§āđ€āļ­āļ‡āļ•āđ‰āļ­āļ‡āđƒāļŠāđ‰āļāļēāļĢāđŒāļ”āļāļĩāđˆāđƒāļš? āļ•āļąāļ§āđ€āļĨāļ‚āļˆāļĢāļīāļ‡āļˆāļēāļāđ„āļŸāļĨāđŒ GGUF āļ—āļĩāđˆāđ‚āļšāļĢāļŠāļąāļ§āļĢāđŒ AI āđ„āļĄāđˆāļšāļ­āļ

āļĢāļąāļ™ 816B āđƒāļ™āđ€āļ„āļĢāļ·āđˆāļ­āļ‡āļ•āļąāļ§āđ€āļ­āļ‡āļ•āđ‰āļ­āļ‡āđƒāļŠāđ‰āļāļēāļĢāđŒāļ”āļāļĩāđˆāđƒāļš? āļ•āļąāļ§āđ€āļĨāļ‚āļˆāļĢāļīāļ‡āļˆāļēāļāđ„āļŸāļĨāđŒ GGUF āļ—āļĩāđˆāđ‚āļšāļĢāļŠāļąāļ§āļĢāđŒ AI āđ„āļĄāđˆāļšāļ­āļ

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2 min read
āļ™āđ‰āļģāļŦāļ™āļąāļāđ€āļ›āļīāļ”āļŠāļąāļ›āļ”āļēāļŦāđŒāđ€āļ”āļĩāļĒāļ§āļŠāļēāļĄāļĢāļļāđˆāļ™? āļŠāļēāļĄāļ•āļąāļ§āđ€āļĨāļ‚āļ—āļĩāđˆāļ•āļąāļ§āļŠāļĩāđ‰āļ§āļąāļ” AI āđ„āļĄāđˆāđ€āļ„āļĒāļšāļ­āļāļ„āļļāļ“

āļ™āđ‰āļģāļŦāļ™āļąāļāđ€āļ›āļīāļ”āļŠāļąāļ›āļ”āļēāļŦāđŒāđ€āļ”āļĩāļĒāļ§āļŠāļēāļĄāļĢāļļāđˆāļ™? āļŠāļēāļĄāļ•āļąāļ§āđ€āļĨāļ‚āļ—āļĩāđˆāļ•āļąāļ§āļŠāļĩāđ‰āļ§āļąāļ” AI āđ„āļĄāđˆāđ€āļ„āļĒāļšāļ­āļāļ„āļļāļ“

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2 min read
Why Meta trained a small 8B model on 15 trillion tokens, and why that's cheaper than it sounds

Why Meta trained a small 8B model on 15 trillion tokens, and why that's cheaper than it sounds

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5 min read
Hidden Page Instructions Are a Support Policy Decision, Not a Prompt Hack

Hidden Page Instructions Are a Support Policy Decision, Not a Prompt Hack

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2 min read
DeepSeek āļāļąāļš MiniMax āļ•āļąāđ‰āļ‡āļĢāļēāļ„āļēāđ€āļ—āđˆāļēāļāļąāļ™āđ€āļ›āđŠāļ°? āļĻāļķāļ Flash model āļ—āļĩāđˆāļ•āļąāļ”āļŠāļīāļ™āļ”āđ‰āļ§āļĒāļ•āđ‰āļ™āļ—āļļāļ™āļ•āđˆāļ­āļ‡āļēāļ™āļ‚āļ­āļ‡ AI

DeepSeek āļāļąāļš MiniMax āļ•āļąāđ‰āļ‡āļĢāļēāļ„āļēāđ€āļ—āđˆāļēāļāļąāļ™āđ€āļ›āđŠāļ°? āļĻāļķāļ Flash model āļ—āļĩāđˆāļ•āļąāļ”āļŠāļīāļ™āļ”āđ‰āļ§āļĒāļ•āđ‰āļ™āļ—āļļāļ™āļ•āđˆāļ­āļ‡āļēāļ™āļ‚āļ­āļ‡ AI

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2 min read
Introducing Iceberg DB: India's Serverless Vector Database & AI Agent Memory Engine (<20ms Latency)

Introducing Iceberg DB: India's Serverless Vector Database & AI Agent Memory Engine (<20ms Latency)

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2 min read
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