Goodhart's Law in Action: Why Your Dev Metrics Are Being Gamed (And How to Fix It)

Goodhart's Law in Action: Why Your Dev Metrics Are Being Gamed (And How to Fix It)

Discover why measuring individual developer performance with raw metrics leads to gaming behavior and erodes team trust. Learn how Keypup's MCP Server provides contextual benchmarking that accounts for code review, cross-team collaboration, and the role and team context you supply—transforming metrics from surveillance tools into culture-building insights that recognize real value beyond lines of code.

Liam Davis
Project Management Nightmares: How Keypup MCP Brings Clarity to Software Development Chaos

Project Management Nightmares: How Keypup MCP Brings Clarity to Software Development Chaos

Discover how to overcome the most painful project management challenges in software development. Learn how Keypup harmonizes data across Jira, Trello, and Git repositories, and how its MCP Server lets your AI assistant turn that data into actionable insights, evidence-based estimates, and up-to-date visibility—transforming chaos into clarity and helping teams deliver on time.

Thomas Williams
Achieving ISO27001 & SOC2 Type II: Continuous SDLC Audit with Keypup MCP

Achieving ISO27001 & SOC2 Type II: Continuous SDLC Audit with Keypup MCP

Learn how to achieve and maintain ISO27001 and SOC2 Type II certifications for your software development organization. Discover the specific SDLC requirements, audit processes, and how Keypup's dashboards and read-only MCP Server turn your Git and work-tracking data into on-demand evidence for code review, change management and remediation controls.

Stephane Ibos
Measuring AI Impact on Software Development: How to Track ROI and Efficiency with Data-Driven Insights

Measuring AI Impact on Software Development: How to Track ROI and Efficiency with Data-Driven Insights

AI coding assistants promise productivity gains, but are they delivering? Learn how to measure the real impact of AI tools on your SDLC—from code quality to cycle time to developer satisfaction. Discover which metrics matter for ROI analysis and how Keypup's AI Usage dataset, AI Agent and MCP Server correlate AI adoption with engineering outcomes.

Thomas Williams
Technical Debt Isn't Just Code: Measuring the Hidden Costs in Your SDLC

Technical Debt Isn't Just Code: Measuring the Hidden Costs in Your SDLC

Discover how technical debt extends far beyond messy code into your entire software development lifecycle. Learn to identify, measure, and quantify process debt, review debt, testing debt, and documentation debt using Keypup's MCP Server for AI-powered SDLC analysis and cost calculation.

Arnaud Lachaume