Tools
Tools: 2025 AI News Wrapped: How AI Went Mainstream In Engineering 2026
In 2025, AI stopped being an experiment and became embedded in engineering workflows. Copilots accelerated code generation, but the real bottleneck shifted downstream: reviewability, validation, traceability, and production safety. The winners weren’t teams using more AI—they were teams operating it with discipline, measurement, and guardrails. The next wave of autonomy depends on that foundation.
Source: HackerNoon
