Apr 29, 2026 · Artificial Intelligence

Leveraging ChatGPT to Transform Software Development

The article explains how large language models like ChatGPT can assist software engineers across the entire development lifecycle—requirements, design, coding, testing, and operations—while emphasizing the need for human review due to hallucinations, and presents a PDCA‑style iterative workflow for effective human‑AI collaboration.

AI-assisted testingChatGPTPDCA

0 likes · 4 min read

Leveraging ChatGPT to Transform Software Development

Woodpecker Software Testing

Apr 5, 2026 · Industry Insights

2026 Test Coverage Trends: From Sufficient to Precise Risk‑Driven Strategies

The article examines how test coverage in 2026 shifts from simple percentage goals to risk‑driven, AI‑enhanced, and visualized approaches, highlighting the RDC model, LLM‑assisted gap analysis, causal graph visualizations, and left‑right coverage governance across CI/CD and production environments.

AI-assisted testingCI/CD governanceObservability

0 likes · 7 min read

2026 Test Coverage Trends: From Sufficient to Precise Risk‑Driven Strategies