How a new attention mechanism enables 8x longer context lengths while cutting VRAM requirements in half for LLM training on consumer hardware.
DeepSeek V3.1 hits 71.6% on Aider and cuts Claude 4 costs by 32x, shifting open-source vs proprietary balance.
What a twenty-minute dev-stretch can teach you about AI video metrics, workflow design, and the myth of endless quality.
Examining the factors behind the high failure rate of enterprise AI initiatives and their impact on corporate strategy and financial markets.
Analyzing the consequences of mandatory AI adoption in software engineering teams and its impact on technical quality and culture
Why structured logging patterns in OpenTelemetry expose the uncomfortable truth about distributed system observability
Exploring whether AI code generation tools create production-ready code or just sophisticated technical debt
The latest AI model crushed human physicians on licensing tests, but real-world medicine isn’t multiple choice
Why semver’s clean rules break down against messy reality, creating emotional version numbers that don’t reflect actual effort
Traditional NLP tools failed. LangExtract is Google’s bet to fix enterprise NLP extraction once and for all.
Developer confessions from microservices back to monolith. The journey from distributed complexity to strategic simplicity
Why chasing architectural simplicity requires more engineering discipline than building complex distributed systems
