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581 words

NatWest built the agent. Safety was harder

NatWest moves Kora from scripted menus to generative answers, but its lead engineer says proving safety beats building the agent. By StartupHub.ai Staff, Editorial team Jonathan Osborne demoed NatWest's safety stack for Kora on AI Engineer, affecting 19 million retail…

1,260 words

Vercel Ship 2026 Recap: Every Talk and Launch Explained

Vercel Ship 2026 recap covers the six and a half hour San Francisco keynote on agentic infrastructure with talks from Vercel, Anthropic, Shopify, AWS and more. By StartupHub.ai Staff, Editorial team Vercel Ship 2026 was a keynote event in San Francisco…

Software Development

Build, ship, and scale modern software: languages, frameworks, DevOps, data, AI/ML, security, testing, architecture, and careers.

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Inside Software Development

Languages & Runtimes Language ecosystems, compilers, runtimes, package managers, performance, and best practices. 11 subtopics
Editors, IDEs & Developer Experience Code editors, IDEs, terminals, formatting, linting, and the tooling that makes developers fast. 6 subtopics
Frontend Web Frameworks, SSR/SSG, CSS, design systems, accessibility, and performance budgets. 7 subtopics
Backend & APIs HTTP services, microservices, RPC, auth, caching, and resilient API design. 9 subtopics
Data, Databases & Streaming Relational & NoSQL databases, search, caches, streams, ETL/ELT, and analytics stacks. 7 subtopics
DevOps, CI/CD & Platform Engineering Pipelines, containers, Kubernetes, IaC/GitOps, observability, and team “golden paths.” 5 subtopics
Testing & Quality Unit, integration, E2E, contract tests, test data, coverage, and performance/chaos testing. 4 subtopics
Security & Privacy Engineering AppSec, threat modeling, SBOMs, secrets, SAST/DAST, authN/Z, and privacy by design. 4 subtopics
Architecture & Patterns System design, microservices vs monoliths, event-driven architectures, DDD, and resilient patterns. 4 subtopics
AI/ML Engineering & LLMOps Training/inference, vector search, RAG, evaluation, safety, and production ML/LLM stacks. 5 subtopics
Collaboration & Project Management Agile/Scrum/Kanban, roadmaps, docs/RFCs, code review, and developer experience. 3 subtopics
Open Source & Licensing FOSS governance, licenses, CLAs, security posture, and sustainable maintainership.
Careers, Learning & Events Interviews, portfolios, courses, conferences, and mentorship pathways.

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