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EduNode: Building a Multilingual Adaptive AI Tutor with Gemma and RAG

EduNode: Building a Multilingual Adaptive AI Tutor with Gemma and RAG

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2 min read
Local Inference Is Not Secret Isolation: A Disk-Residency Audit for Agent Context

Local Inference Is Not Secret Isolation: A Disk-Residency Audit for Agent Context

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8 min read
Is a README for Humans or for LLMs?

Is a README for Humans or for LLMs?

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16 min read
How AI Agents Are Changing the Way We Use the Internet

How AI Agents Are Changing the Way We Use the Internet

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2 min read
Summarize Locally, Send Less: A Mobile LLM Pattern for Free-Tier APIs

Summarize Locally, Send Less: A Mobile LLM Pattern for Free-Tier APIs

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4 min read
Python Semantic Cache: Cut Free-Tier LLM Token Costs

Python Semantic Cache: Cut Free-Tier LLM Token Costs

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6 min read
One Argument-Injection Bug Took Down OpenAI Codex at Pwn2Own. Here's the Detection Gap.

One Argument-Injection Bug Took Down OpenAI Codex at Pwn2Own. Here's the Detection Gap.

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5 min read
Running the WUIC assistant on a local LLM: Ollama, an MCP server, and a free agentic VS Code

Running the WUIC assistant on a local LLM: Ollama, an MCP server, and a free agentic VS Code

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9 min read
AI blog drafts fact-checked: my drafter invented a bug, 8 of 9 needed fixes

AI blog drafts fact-checked: my drafter invented a bug, 8 of 9 needed fixes

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6 min read
MCP Connected Your Tools. It Didn't Fix Your Agent's Memory.

MCP Connected Your Tools. It Didn't Fix Your Agent's Memory.

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4 min read
Jev decision models, explained

Jev decision models, explained

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5 min read
Tiny model. Big decisions. — How I built a 144.3M-parameter typed decision model that routes 55.0% of agent decisions off LLMs

Tiny model. Big decisions. — How I built a 144.3M-parameter typed decision model that routes 55.0% of agent decisions off LLMs

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4 min read
Build a Multilingual Service Desk with ToolJet MCP and Jev

Build a Multilingual Service Desk with ToolJet MCP and Jev

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10 min read
Two Claude Codes Lost to Claude Code + Codex

Two Claude Codes Lost to Claude Code + Codex

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9 min read
What is Agent Observability? Why and When It Matters

What is Agent Observability? Why and When It Matters

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6 min read
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