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📰 Dev.to · lbobylev

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Bonsai 27B 2-bit on a MacBook M1: Big Model, Small Memory, Mixed Results

Dev.to · lbobylev 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Bonsai 27B 2-bit on a MacBook M1: Big Model, Small Memory, Mixed Results

Bonsai 27B looks like an attractive model for local use: 27B parameters, 2-bit quantization, and an...

Baseline for Spring AI Evals: catching silent degradation

Dev.to · lbobylev 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago

Baseline for Spring AI Evals: catching silent degradation

Part 1: https://dev.to/lbobylev/spring-ai-evals-how-i-test-agent-behavior-2pgj In the first part,...

Spring AI Evals: how I test agent behavior

Dev.to · lbobylev 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago

Spring AI Evals: how I test agent behavior

When building an AI agent, there is usually a moment when the prompt seems to work. But as...

From Raw Tickets to Verified Context: An AI-Driven Pipeline for GitHub Issues

Dev.to · lbobylev 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago

From Raw Tickets to Verified Context: An AI-Driven Pipeline for GitHub Issues

The problem starts with the quality of the input data, not with the code. Support receives a raw...