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Two Rust Clients for Gemma 4: Calling the Endpoint vs. Calling the MCP Server 🦀

Two Rust Clients for Gemma 4: Calling the Endpoint vs. Calling the MCP Server 🦀

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17 min read
Why AI Keeps Making the Same Coding Mistakes—And How Teaching It Pain Gives It Wisdom

Why AI Keeps Making the Same Coding Mistakes—And How Teaching It Pain Gives It Wisdom

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9 min read
Docker Bake in Practice — Part 1: From Bash Scripts to Declarative Builds

Docker Bake in Practice — Part 1: From Bash Scripts to Declarative Builds

Comments 2
16 min read
FastMCP Is Now MCPServer: Migrating a Python MCP Server to the MCP SDK 2.x

FastMCP Is Now MCPServer: Migrating a Python MCP Server to the MCP SDK 2.x

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12 min read
Autoscaling Docker Containers Without Kubernetes: How Gubernator Scales CPU & GPU Workloads Automatically

Autoscaling Docker Containers Without Kubernetes: How Gubernator Scales CPU & GPU Workloads Automatically

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4 min read
The Symmetry of State: Why Flutter Deserves context.value and context.state

The Symmetry of State: Why Flutter Deserves context.value and context.state

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9 min read
Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6

Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6

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13 min read
2B Gemma 4 Deployment with Cloud Run, NVIDIA L4, MCP SDK 2.x, and Claude Code

2B Gemma 4 Deployment with Cloud Run, NVIDIA L4, MCP SDK 2.x, and Claude Code

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13 min read
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