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Friday Fixes: Housekeeping the Homelab and Hub

Friday Fixes: Housekeeping the Homelab and Hub

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9 min read
NVIDIA’s new model on SageMaker, a CLI for AI pipelines, UK AI rules, and a worm threat

NVIDIA’s new model on SageMaker, a CLI for AI pipelines, UK AI rules, and a worm threat

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2 min read
Context Engineering Is the Skill That Actually Ships Reliable AI Agents

Context Engineering Is the Skill That Actually Ships Reliable AI Agents

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6 min read
How I Cut Agent Token Usage by 89% Without Touching the Agent

How I Cut Agent Token Usage by 89% Without Touching the Agent

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4 min read
Run Amazon Bedrock locally, with real completions from Ollama

Run Amazon Bedrock locally, with real completions from Ollama

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2 min read
Gemma 4 makes on-device multimodal AI good enough to ship

Gemma 4 makes on-device multimodal AI good enough to ship

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4 min read
My Strawman Baseline Beat My Own Scheme on Half the Gate Classes

Prose summaries vs structured compaction

My Strawman Baseline Beat My Own Scheme on Half the Gate Classes

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12 min read
How I added real-time Slack alerts to an open-source LLM gateway in one day

How I added real-time Slack alerts to an open-source LLM gateway in one day

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1 min read
Long-Term Memory for LLM Agents That Works

Long-Term Memory for LLM Agents That Works

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6 min read
Claude Fable 5 Is Here. Here's What Actually Matters for Developers 👨🏾‍💻

Claude Fable 5 Is Here. Here's What Actually Matters for Developers 👨🏾‍💻

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2 min read
AI code you can't reuse isn't worth the token bill or the risk

AI code you can't reuse isn't worth the token bill or the risk

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5 min read
Beyond the Lone Cheetah: Architecture Patterns for Multi-Agent Prides in Real-World Ecosystems

Beyond the Lone Cheetah: Architecture Patterns for Multi-Agent Prides in Real-World Ecosystems

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5 min read
Voice Sessions Now Know Who They Are. Here's What Changed.

Voice Sessions Now Know Who They Are. Here's What Changed.

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2 min read
Why Integrating Multiple LLM Providers Gets Messy Fast

Why Integrating Multiple LLM Providers Gets Messy Fast

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4 min read
Token Budgets Paper: Affine-Typed Budget Ownership

Token Budgets Paper: Affine-Typed Budget Ownership

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6 min read
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