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Darwin-27B-ZTC-v2: VIDRAFT's Open-Weights Answer to the Typed Decision Model Problem in Agent Graphs

Darwin-27B-ZTC-v2: VIDRAFT's Open-Weights Answer to the Typed Decision Model Problem in Agent Graphs

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4 min read
LLM Capability Gaps, OpenAI Revenue Shocks, and AI Decompilation

LLM Capability Gaps, OpenAI Revenue Shocks, and AI Decompilation

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2 min read
Testing Code That Calls an LLM: How I Mock the OpenAI Client in pytest (Without Burning Requests)

Testing Code That Calls an LLM: How I Mock the OpenAI Client in pytest (Without Burning Requests)

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5 min read
One API key for Claude, GPT, Gemini, Grok, DeepSeek, FLUX and Veo

One API key for Claude, GPT, Gemini, Grok, DeepSeek, FLUX and Veo

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1 min read
Dawn-Chorus

Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Submission 🌿

Dawn-Chorus

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3 min read
Same model, different relay: a 5-metric checklist (with Python) before you pick an LLM API provider

Same model, different relay: a 5-metric checklist (with Python) before you pick an LLM API provider

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2 min read
Single Agent vs Multi-Agent: A Decision Framework for Enterprise Teams

Single Agent vs Multi-Agent: A Decision Framework for Enterprise Teams

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9 min read
How 32 Tokens Can Replace 8K of Conversation – The Secret LLM Hack

How 32 Tokens Can Replace 8K of Conversation – The Secret LLM Hack

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6 min read
Karpathy’s LLM Capability Gap Funnel

Karpathy’s LLM Capability Gap Funnel

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1 min read
The Engineer’s Reality Check

The Engineer’s Reality Check

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1 min read
Apple Foundation Models vs a deterministic stats layer

Apple Foundation Models vs a deterministic stats layer

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2 min read
How to give every engineer a Claude Code key with a hard daily cap

How to give every engineer a Claude Code key with a hard daily cap

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5 min read
The SKILL.md you copied is running with your permissions

The SKILL.md you copied is running with your permissions

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5 min read
Building an LLM Router with Jev: A Practical Approach

Building an LLM Router with Jev: A Practical Approach

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5 min read
Caching LLM Responses on Your Side: An Exact-Match Cache in Front of Any OpenAI-Compatible API (Python)

Caching LLM Responses on Your Side: An Exact-Match Cache in Front of Any OpenAI-Compatible API (Python)

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5 min read
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