Claude's prompt cache follows a hidden 62.5-minute break-even rule — refresh a cached prefix before expiry or pay full rewrite costs, a ratio-based threshold that scales into thousands of dollars for large, expensive models like Opus 4.7, while context compaction carries its own hidden costs requiring up to 65 future …
Claude Code is revolutionizing enterprise software development by using real-time agentic search to navigate complex codebases, while five key extension points form a powerful 'harness' that drives scalable AI-assisted coding across even the most complex organizational infrastructures.
A massively popular 47.6K-star GitHub repository called Made With ML is teaching developers the complete machine learning lifecycle—from training and tuning to production deployment—using MLOps best practices, MLflow experiment tracking, Ray-powered cloud scaling, and fully automated CI/CD pipelines via GitHub Actions.
Cursor launches powerful cloud agent tools featuring multi-repo support, parallelized engineering task execution, and enhanced security controls including audit logs, rollback capabilities, and secrets scoping, marking a major step toward autonomous development environments.
Datadog launches Toto 2.0, a groundbreaking family of open-weights time series forecasting models scaling up to 2.5 billion parameters, achieving state-of-the-art results across all major benchmarks while being up to 7 times more parameter-efficient than its predecessor.
A new Gallup survey reveals 7 in 10 Americans oppose AI data centers in their communities, with nearly half strongly against them — surpassing even opposition to nuclear plants — as environmental concerns over water, energy use, and pollution drive resistance across party lines.
Notion launches a new Developer Platform, transforming its workspace into an AI agent orchestration hub where custom code, live data, and external AI agents like Claude Code and Cursor can connect, automate workflows, and operate natively without outside infrastructure.
A new Gallup poll reveals 7 in 10 Americans oppose local data center construction, with bipartisan resistance spanning 75% of Democrats and 63% of Republicans, as environmental concerns, rising costs, and AI distrust fuel a growing public backlash that threatens the future of AI infrastructure expansion across the country.
AI chipmaker Cerebras Systems explodes 68% on its Nasdaq debut, closing at $311.07 after raising $5.55 billion in the largest U.S. tech IPO since Uber's 2019 listing, pushing its market cap to roughly $95 billion as it aggressively challenges Nvidia with new deals from AWS and OpenAI.
AMD shatters records in Q1 2026, seizing 46.2% of x86 server CPU revenue and 38.1% of overall x86 CPU revenue, signaling a dramatic power shift as Intel's once-unshakeable dominance continues to erode across server and client markets.