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Article
March 31, 2026

AI Coding Benchmarks Are Measuring the Wrong Things

Benchmarks like HumanEval and MBPP suggest LLMs succeed on 80–90% of tasks. But when tested on real production codebases, success rates fall dramatically. New research explains why.

Article
March 31, 2026

Two Approaches to Detecting AI -Generated Code

Learn how engineering teams can trace AI-generated code, strengthen reviews, and manage risk as LLMs become standard in development.

Article
February 24, 2026
March 13, 2026

Your AI Adoption Strategy Has a Blind Spot

GenAI adoption is rising fast. See the latest data on how licensed AI usage affects developer productivity, code quality, and long-term software maintainability.

Article
February 13, 2026

From Vulnerability Overload to Clear Priorities: Software Composition Analysis in Code Insights

Software composition analysis (SCA) should do more than surface issues. See how SCA in Code Insights helps teams prioritize security vulnerabilities and reduce open-source risk.

Article
February 11, 2026

What Curl's Bug Bounty Teaches Us About Code Security in the AI Era

Curl’s bug bounty ending shows teams don’t need more signals, they need trustworthy ones. Code security is about validation, prioritization, and governance.

Article
January 21, 2026

VS Code Extension Security Risks: The Supply Chain That Auto-Updates on Your Developers’ Laptops

VS Code extensions are auto-updating supply-chain components. Learn how embedded secrets and malicious updates put developer environments at risk.

Article
January 6, 2026

CVE-2025-46295: Why You Don’t Need to Panic as a Developer

CVE-2025-46295 is sparking unnecessary alarm. Cut through the noise, confirm the legacy FileMaker link, and improve supply chain visibility with data-driven insights.

Article
February 11, 2026

How To Drive Sustainable IT: Turn Laptops Into Infrastructure

Discover how software-managed resilience turns old laptops into enterprise-grade infrastructure – with real ROI and sustainability gains.

Article
January 6, 2026

A Guide to Capitalizing Internally Developed Software

Capitalizing software is getting harder. Explore the global rules, avoid audit risk, and improve EBITDA with smarter, automated capitalization.

Article
November 26, 2025

Why Software Teams Need a More Strategic Approach to Secrets Scanning

See how secrets management becomes a strategic challenge in fast-moving teams, and why better detection and visibility can strengthen resilience without slowing delivery.

Article
November 18, 2025

GitHub’s AI Impact Plans Highlight Why Independent Measurement is Essential

GitHub’s new AI impact roadmap shows the industry is waking up to the need for effective AI measurement. But with multiple AI tools and platforms, leaders need independent, cross-ecosystem metrics for full visibility.

Article
November 12, 2025

The AI Interest Rate: Is GenAI Accelerating Your Technical Debt?

Discover how GenAI code can compound long-term complexity, and how to control the hidden “interest rate” behind AI-driven productivity gains.

Article
February 13, 2026

Security at the Speed of Development: Our New GitHub Marketplace Secrets Detection Plugin

Now on GitHub Marketplace: our new plugin, delivering near real-time secrets detection that protects your code without slowing you down.

Article
October 22, 2025
October 28, 2025

Mind the AI Measurement Gap: The Metrics That Matter

Most AI metrics track speed, not resilience. Learn where performance gains turn into technical debt, and how to measure what really matters.

Article
June 13, 2025
October 28, 2025

Rewriting the DORA Playbook: Proactive Strategies to Lower Change Failure Rates

Learn how prioritizing code maintainability can proactively reduce change failure rates, transforming DevOps from reactive problem-solving to strategic, high-reliability delivery.

Article
June 10, 2025
October 28, 2025

DORA Demystified – How Maintainability Forecasts Change Failure Rates

BlueOptima's new research reveals maintainability as the key to forecasting change failure rates, transforming your approach to software stability.

Article
October 23, 2025

How to Navigate Atlassian’s Sunset: Cloud Migration Costs and Strategic Risks

Atlassian's 2029 Data Center sunset forces enterprise cloud migration. Here's your roadmap to avoid cost shocks and keep control.

October 2, 2025

Powering Strategic Software Development: Why BlueOptima Acquired Cirata's DevOps Solutions

BlueOptima Strengthens Global Engineering Performance with Cirata DevOps Suite Acquisition