Software

Alibaba reported top coding agents completed only 26.4% of selected real tasks perfectly while scoring 99%+ on older suites—a warning for engineering leaders.

Researchers built a benchmark from 37,000 live developer queries and found leaderboard-friendly scores hide incomplete multimodal app work.

Meta bought the startup behind parallel AI coding agents; the cloud product shuts down November 20.

Negative free cash flow at Alphabet, Amazon, and Meta is not an abstract finance headline. It shapes budgets, tools, and career risk for builders.

See when the adapter pattern fits, how it differs from facade and decorator, and object adapter examples with testing tips.

Learn Scrum roles, events, artifacts, and Sprint Planning practices teams use to ship working software in short cycles.

Validators activate the consensus overhaul as builders retool clients, RPC providers, and monitoring for sub-second confirmation on mainnet.

Budget-friendly promotion tactics for new developer tools—from communities and content placements to curated distribution without enterprise spend.