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Deep Dive into Open Agent SDK (Part 6): Multi-LLM Providers and Runtime Controls

Deep Dive into Open Agent SDK (Part 6): Multi-LLM Providers and Runtime Controls

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13 min read
Skills for eval-driven agent optimization

Skills for eval-driven agent optimization

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1 min read
ModelChain: Measurable LLM Router with Adaptive Model Selection, Real-Time Scoring, Budget Guards and Failover for Node.js, Edge and Browser

ModelChain: Measurable LLM Router with Adaptive Model Selection, Real-Time Scoring, Budget Guards and Failover for Node.js, Edge and Browser

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3 min read
62.2% on Aider Polyglot from a MacBook Pro. Then the other model we tried scored 4%. Here's what actually happened, with a working cost loop attached.

62.2% on Aider Polyglot from a MacBook Pro. Then the other model we tried scored 4%. Here's what actually happened, with a working cost loop attached.

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16 min read
What If You Compressed Your Prompts Into Chinese Emoji? (A Token-Saving Thought Experiment)

What If You Compressed Your Prompts Into Chinese Emoji? (A Token-Saving Thought Experiment)

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3 min read
GEO / AI Search Thread

GEO / AI Search Thread

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5 min read
Observability 2.0: Tracing AI "Thought Chains" with OpenTelemetry

Observability 2.0: Tracing AI "Thought Chains" with OpenTelemetry

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3 min read
My AI Agent Kept Lying to Me. Then It Tried to Trick Me.

My AI Agent Kept Lying to Me. Then It Tried to Trick Me.

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5 min read
Why I Stopped Counting Tokens: Building a Zero‑Token Cognition Engine

Why I Stopped Counting Tokens: Building a Zero‑Token Cognition Engine

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1 min read
Local-first: a Model on Your Own Machine, Zero Cloud

Local-first: a Model on Your Own Machine, Zero Cloud

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4 min read
Prompt Injection in AI Coding Agents: 3 Attack Vectors, 4 Defenses

Prompt Injection in AI Coding Agents: 3 Attack Vectors, 4 Defenses

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12 min read
How I Caught My LLM Fabricating Its Own Evidence

How I Caught My LLM Fabricating Its Own Evidence

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3 min read
Trained, Not Prompted: Why Fine-Tuned Models Beat LLM Wrappers for Offensive Security

Trained, Not Prompted: Why Fine-Tuned Models Beat LLM Wrappers for Offensive Security

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2 min read
Building AI Resume Tailor — v0 build notes

Building AI Resume Tailor — v0 build notes

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7 min read
Run Gemma-4 E2B-it with llama.cpp on Raspberry Pi4

Run Gemma-4 E2B-it with llama.cpp on Raspberry Pi4

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3 min read
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