AI-assisted development Archives | Keyhole Software

Header for Technical Debt Statistics: 2026 Benchmarks for Cost, Engineering Time, and AI-Era Accumulation from Keyhole Research. Three stat cards show technical debt takes 30% of IT budgets; engineers spend 24% of the week on toil versus 16% building features; and time in QA rises 301% at high AI adoption.

Technical Debt Statistics: 2026 Benchmarks for Cost, Engineering Time, and AI-Era Accumulation

Keyhole Software November 11, 2026 All Industries, Articles, Industry Research, Modernization Leave a Comment

Technical debt statistics for 2026: share of IT budget, engineering time lost, industry breakdowns, and the measured effect of AI coding tools on code quality.

Developer Productivity Metrics: 2026 Benchmarks by Team Size and Industry

Keyhole Software November 5, 2026 Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Automation, Industry Research Leave a Comment

Developer productivity metrics for 2026: DORA levels, cycle time and PRs per developer by team size and industry, and the measured impact of AI coding agents.

Software Development Trends 2026: Enterprise Technology Adoption & Predictions

Keyhole Software March 11, 2026 Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Cloud, Industry Research, Spring 3 Comments

Software development trends in 2026 is being reshaped by forces that extend well beyond incremental tooling improvements. AI-assisted development, cloud-native infrastructure, and zero-trust security are no longer experimental capabilities.