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Fine-tuning gpt-oss-20b with Unsloth and running it in Ollama

Fine-tuning gpt-oss-20b with Unsloth and running it in Ollama

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6 min read
GraphRAG with Ollama in 10 Minutes: The Local-First Quickstart

GraphRAG with Ollama in 10 Minutes: The Local-First Quickstart

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4 min read
Build a three-stage video dedup worker: SHA-256, perceptual hash, then FFmpeg's MPEG-7 signature

Build a three-stage video dedup worker: SHA-256, perceptual hash, then FFmpeg's MPEG-7 signature

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7 min read
What LangGraph Actually Builds: Runnables, Channels, Bubble-Up, Agents and Deep Agents

What LangGraph Actually Builds: Runnables, Channels, Bubble-Up, Agents and Deep Agents

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31 min read
Ollama v1 OpenAI Compat Drops Think Toggle

Ollama v1 OpenAI Compat Drops Think Toggle

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2 min read
Make Agent Tool Calls Survive Production: Validation, Retry Taxonomy, and Side Effects

Make Agent Tool Calls Survive Production: Validation, Retry Taxonomy, and Side Effects

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5 min read
Chaos Cypher v0.5.0: Mount a Knowledge Package Straight Into Your MCP Host

Chaos Cypher v0.5.0: Mount a Knowledge Package Straight Into Your MCP Host

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8 min read
Building a Malware Pre-Triage Pipeline with TrID, Capa, and Shannon Entropy

Building a Malware Pre-Triage Pipeline with TrID, Capa, and Shannon Entropy

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4 min read
pytrends is dead. Here's a maintained drop-in replacement

pytrends is dead. Here's a maintained drop-in replacement

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2 min read
Stop writing platform checks around uvloop

Stop writing platform checks around uvloop

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5 min read
Automate a boring task for $0 with the Google AI Studio free API tier

Automate a boring task for $0 with the Google AI Studio free API tier

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2 min read
MCP Transports That Still Matter: stdio vs Streamable HTTP (and Why SSE Is a Trap)

MCP Transports That Still Matter: stdio vs Streamable HTTP (and Why SSE Is a Trap)

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5 min read
I Built Agent Demos. Now I Need to Understand the Loop.

I Built Agent Demos. Now I Need to Understand the Loop.

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5 min read
Building a Sales Deal Assistant That Remembers Customer Objections Across Deal Cycles

Building a Sales Deal Assistant That Remembers Customer Objections Across Deal Cycles

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1 min read
21 fusion concepts, one repository each, and none of them describes a real machine

21 fusion concepts, one repository each, and none of them describes a real machine

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3 min read
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