insights.prashantsinha.com
Insights
Practical engineering, AI, UI, and product thinking.
- Science
Hacking the Human OS: DNA, Genes, and the 'Male' Expansion Pack
What if your body were a self-executing program? Explore DNA, chromosomes, and the Y 'expansion pack' through the lens of version control, redundancy checks, and a 4-billion-year-old kernel.
- AI
AI Product Integration Patterns
AI features succeed when they are embedded into workflows, not added as isolated chat widgets.
- UI
Accessible Color and Typography Systems
Accessibility becomes scalable when color and typography live in semantic tokens with clear readability rules.
- AI
Cost and Latency Optimization for AI Workloads
AI product economics improve through workload-aware model routing and aggressive token discipline.
- Backend
Designing Idempotent APIs for Reliability
Idempotency keys and deterministic state transitions prevent costly duplicate writes.
- AI
Building Evaluation Loops for LLM Apps
LLM quality improves when every change is tested against representative prompts and expected outcomes.
- DevOps
DevOps CI/CD Pipelines That Scale
Pipeline speed and trust come from deterministic builds, selective execution, and deployment controls.
- Backend
Event-driven Backend Patterns for Scale
Async event pipelines increase throughput when contracts and retries are designed carefully.
- DevOps
Kubernetes Deployment Strategies for Zero Downtime
Rolling, blue-green, and canary deployments each serve different risk and cost profiles.
- Backend
Backend API Versioning Strategies
Version APIs with clear compatibility rules, not ad hoc endpoint forks.
- UI
Mobile-first UI Patterns That Convert
Design for constrained attention: one clear next action per screen, lower friction, and faster completion.
- UI
UI Design Systems at Scale
Build resilient design systems by treating them as a product, not a static component catalog.