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1032 postsHow to Build an MCP Server for Your SaaS: Lessons Learned
Learn how to set up an MCP server for your SaaS. Insights and tips from my experience.
UFO: Open-source Orchestration for Managing AI Agents
UFO is an open-source platform for orchestrating AI sessions with zero human intervention.
LLM-as-Judge: Use Binary Checks for Evidence, Not Aggregate Scores
Explore the benefits of using binary checks and a single verdict in LLM evaluations. A reliable quality assessment method for engineers.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comCutting Token Costs with Claude Code: Insights and Strategies
Discover methods for reducing token costs and optimizing speed with Claude Code.
The Developer's Guide to Open-Source AI APIs at Scale
Explore the costs and infrastructure choices of open-source AI APIs for developers.
Dismantling the GDPR: Analyzing the Digital Omnibus Package
The Digital Omnibus Package threatens to amend the GDPR and other laws, raising concerns about digital rights. Explore its implications for European regulation.
Audit a Cursor or v0-Built MVP Before You Launch
A guide to auditing security vulnerabilities in AI-assisted MVPs before launch.
MCP Server Crashes: The Error Recovery Pattern That Saved It
I developed an effective error handling method for my MCP server. Prevent server crashes with a robust error recovery pattern.
Audit BYOK Model Endpoints for Your AI Agent's Security
The BYOK model establishes security boundaries for AI agents. Explore security measures through the MonkeyCode review.
Run a Model Capability Contract Before Adding Gemma 4 to MonkeyCode
Establish a model capability contract in MonkeyCode to validate Gemma 4's features.