News and ideas from our team

Human review checkpoints in AI development: 5-minute checks for schema sanity, auth rules, destructive actions, and deployment settings before they bite.

Evan You designed Vue.js around approachability and developer ergonomics. Learn how those choices created a scalable ecosystem without enterprise-style overhead.

Learn how to build a mobile app for diet planning and nutrition tracking: features, UX, data needs, integrations, privacy basics, and launch steps.

Most startups win by testing, learning, and showing up every day. Learn habits, feedback loops, and metrics that turn small steps into growth.

A practical guide to planning, designing, and building a mobile app that helps users capture notes, track moods, and turn daily moments into actionable insights.

PostgreSQL row-level security for SaaS helps enforce tenant isolation in the database. Learn when to use it, how to write policies, and what to avoid.

Learn what GraphQL is, how queries, mutations, and schemas work, and when to use it instead of REST—plus practical pros, cons, and examples.

Learn how to plan, build, and launch a mobile app with AI-based recommendations—from data and UX to model choice, testing, and privacy best practices.

A practical look at how Sundar Pichai steered Google to make AI a foundational layer of the internet—across products, infrastructure, and safety.

Discover what quantum computing is, how qubits work, and why this technology could transform cryptography, science, and industry in the coming decades.

Learn how to plan, write, and launch a founder website that documents experiments, failures, and lessons—without overengineering or losing your voice.

How Pony Ma and Tencent built a consumer ecosystem by combining a super-app, everyday payments, and hit games—and what businesses can learn from it.

Compare Nginx vs Caddy for reverse proxy and web hosting: setup, HTTPS, configs, performance, plugins, and when to choose each.

A step-by-step playbook to turn an AI-built product into revenue: pick a niche, validate demand, reach early users, price simply, and close your first customers.

Vibe coding works when you ship imperfectly, use temporary hacks responsibly, and keep iterating. Practical habits, guardrails, and examples to move fast.

Full-stack frameworks mix UI, data, and server logic in one place. Learn what’s changing, why it helps, and what teams must watch for.

Learn how to build a mobile app for location-based reminders: geofencing basics, permissions, UX patterns, notifications, testing, and privacy.

Learn multi-region hosting for data residency: how to pick cloud regions, manage latency, and document data flows for audits and customer reviews.

A plain-English look at Ilya Sutskever’s path from deep learning breakthroughs to OpenAI, and how his ideas influenced modern large language models.

The story of Rasmus Lerdorf and PHP—how a small set of web scripts became a widely used platform, and why PHP still powers many sites today.

Kafka event streaming changed system design by treating events as an ordered log. Learn when a simple queue is enough, and when logs pay off.

Category page sorting defaults that balance new arrivals and bestsellers, with A/B tests for fashion, beauty, and electronics catalogs.

Learn how AI tools can validate demand, pricing, and messaging with quick experiments so you can reduce risk before spending on a new business idea.

Compare PHP and Go for backend apps: performance, concurrency, tooling, hosting, hiring, and best-fit use cases to choose the right stack.

Learn practical ways to use Redis in your apps: caching, sessions, queues, pub/sub, and rate limiting—plus scaling, persistence, monitoring, and pitfalls.

Using fewer frameworks reduces context switching, simplifies onboarding, and strengthens shared tooling—helping teams ship features faster with fewer surprises.

Learn how vibe coding speeds AI-first product work, internal tools, and prototypes—while keeping quality through guardrails, tests, and reviews.

Demo environment setup tips for sales teams: seed realistic data, add a reset button, and isolate integrations so demos stay reliable.

Offline-first mobile app sync rules that users understand: clear conflict patterns, simple status messages, and copy that reduces confusion offline.

Learn how to plan, design, and build a mobile app for quick personal updates—text, voice, or photo—with reminders, search, and privacy basics.

See how AI can turn vague prompts into production-ready architectures: framing requirements, surfacing assumptions, mapping tradeoffs, and validating designs.

A practical guide to what happens after launching the first version of an AI-built app: monitoring, feedback, fixes, updates, and planning the next releases.

Learn how AI turns rough ideas into working software faster through research, prototyping, coding, testing, and iteration—plus limits and best practices.

A clear look at Nokia’s history to explain telecom capex cycles, patent licensing, and risky platform bets—and what they teach about connectivity markets.

Performance budgets help keep web apps fast by setting clear limits on load time, JS size, and Core Web Vitals, plus quick audits and fix-first rules.

Learn what distributed SQL is, how Spanner, CockroachDB, and YugabyteDB differ, and which real-world use cases justify multi-region, strongly consistent SQL.

A practical look at Tobias Lütke’s path and how Shopify evolved from a store builder into a commerce infrastructure platform powering entrepreneurs worldwide.

Preventing duplicate records in CRUD apps takes layers: database unique constraints, idempotency keys, and UI states that stop double submits.

Compare PWA, Flutter, and native SwiftUI/Jetpack Compose: performance, UX, offline, device APIs, distribution, and team fit—plus how to choose.

Why many agentic systems fail in production and how to design reliable agents with state machines, clear tool contracts, retries, and deep observability.

Plan and build a logistics web app to track deliveries, drivers, and routes. Learn core features, data flow, maps, notifications, security, and rollout steps.

Learn how to plan, design, and build a low-friction mobile note-taking app—from quick capture UX to offline support, search, sync, and privacy.

How AMD combined disciplined execution, chiplet design, and platform partnerships to grow from an underdog into a leader in servers and PCs.

Vibe coding is about rapid learning cycles: build, test, and adjust fast while keeping clear quality guardrails. Learn how to do it responsibly.

Learn how to plan and build a simple CRM: choose the right approach, define fields and pipeline stages, set up tasks and reports, and launch fast.

AI coding tools are reshaping MVP budgets and timelines. Learn where they cut costs, where risks rise, and how to plan prototypes and early products smarter.

Compare MongoDB and PostgreSQL on data modeling, querying, indexing, scaling, transactions, and operations to choose the best database for your app.

Secure file uploads at scale with signed URLs, strict type and size checks, malware scanning, and permission rules that stay fast as traffic grows.

Step-by-step guide to build a consultant website that converts: clear positioning, service pages, lead forms, and calendar booking with simple integrations.

Learn how to use RabbitMQ in your applications: core concepts, common patterns, reliability tips, scaling, security, and monitoring for production.

Learn a practical blueprint for building a web app that tracks SLA timers, detects breaches instantly, alerts teams, and visualizes compliance in real time.

Learn how to structure a coaching website like a funnel: attract the right leads, capture emails, build trust, and convert visitors into calls and enrollments.

Browser fundamentals explained without myths: networking, rendering, and caching so you can spot and avoid common mistakes in AI-built frontends.

Learn how to build a mobile app for temporary project notes: define the MVP, design fast capture, add tags and search, sync safely, and auto-archive.

Explore why Scala was designed to unite functional and object-oriented ideas on the JVM, what it got right, and the trade-offs teams should know.

Learn why Docker helps teams run the same app consistently from laptop to cloud, simplify deployments, improve portability, and reduce environment issues.

Learn a snapshot-first development workflow to create safe save points before schema, auth, and UI changes, and roll back without losing progress.

Learn Pat Helland's data on the outside vs inside to set clear boundaries, design idempotent calls, and reconcile state when networks fail.

Learn how Marc Benioff and Salesforce helped popularize SaaS CRM and built a platform ecosystem—turning enterprise software into a subscription utility.

Learn how to plan, build, and launch a crowdfunding web app with donor management: core features, payments, security, privacy, analytics, and scaling.

How Larry Wall’s “duct tape” philosophy made Perl a web-automation workhorse—and what it still teaches about practical text processing today.

Step-by-step guide to plan, design, and build a lightweight project tracking app: must-have features, MVP scope, UX tips, tech choices, and launch checklist.

API frameworks reduce repeated work by providing shared patterns for routing, validation, security, errors, and docs—helping teams ship consistent backends.

A practical look at Brendan Burns’ Kubernetes-era orchestration ideas—declarative state, controllers, scaling, and service operations—and why they became standard.

Learn how AI breaks complex work into steps, manages context, and applies checks—so you can focus on outcomes, not process, with practical examples.

Learn how read-only mode during incidents helps you block writes, keep key reads working, and communicate clearly in the UI when your database is stressed.

Learn what Alex Karp means by operational AI, how it differs from analytics, and how governments and enterprises can deploy it safely.

Environment variables for API keys explained for non-technical builders: keep keys out of prompts and repos, map dev staging prod, and rotate safely.

Explore how Apple’s early lead with Siri faded as ChatGPT and large language models reshaped AI assistants, and what this shift means for Apple’s strategy.

AI can automate scaffolding, integrations, and routine ops work so founders spend less time on backend plumbing and more on product, UX, and go-to-market.

A clear look at how Sea Limited used Garena’s gaming cash flows to scale Shopee and SeaMoney, and what this strategy means in emerging markets.

Learn how to plan and build a clinic web app for online forms and pre-visit intake: workflows, security, integrations, and a step-by-step build checklist.

Explore how vibe coding may evolve as AI models improve, context windows expand, and tools become ambient—plus the skills, risks, and workflows teams need.

GST invoice data model basics: the minimum fields, HSN handling, and admin screens needed to generate compliant invoices and simplify reconciliation.

Step-by-step guide to building a podcast website with episode pages, embedded players, readable transcripts, and clear links to Apple, Spotify, and more.

Learn how to create a website for a learning-focused product landing page: structure, copy, visuals, SEO, lead capture, and testing to improve sign-ups.

Learn how to plan, design, and launch a local tourism or city guide website—content, maps, SEO, events, monetization, and maintenance tips.

Use this event tracking plan for SaaS to name events and properties consistently, and set up 10 early dashboards for activation and retention.

Learn how to create an artist website that sells originals, prints, and digital downloads, books commissions, and grows your audience with email and memberships.

Learn what Werner Vogels meant by “You Build It, You Run It” and how to apply it: ownership, on-call, SLOs, incident response, and safer shipping.

A practical comparison of Go and Rust for backend apps: performance, safety, concurrency, tooling, hiring, and when each language is the best fit.

Go API error handling patterns that standardize typed errors, HTTP status codes, request IDs, and safe messages without leaking internals.

A step-by-step guide to designing, building, and launching a mobile app that captures learning sessions and turns them into clear summaries, notes, and reviews.

Learn to create forms, trackers, dashboards, and automations using spreadsheets and no‑code apps—so your business runs smoother without programming.

How Emad Mostaque and Stability AI helped open-source generative AI go viral—what fueled Stable Diffusion’s spread, and the debates it sparked.

A practical guide for first-time builders on why shipping quickly beats polishing endlessly—so you learn faster, get feedback sooner, and improve with each version.

AI accountability checklist inspired by Timnit Gebru: document data, limitations, and potential user harm so you can decide if a feature should ship.

A practical look at how Atlassian-style collaboration tools spread team by team, then become enterprise standards through trust, governance, and scale.

Learn when to use Blue/Green vs Canary deployments, how traffic shifting works, what to monitor, and practical rollout and rollback steps for safer releases.

A practical guide to building a language learning mobile app: features, lesson design, tech choices, content, analytics, monetization, and a roadmap from MVP to launch.

Learn how to create a mobile app for group travel coordination: core features, MVP scope, UX tips, data needs, and a step-by-step build plan.

A practical guide to building real software by describing ideas in conversation with AI tools—workflows, examples, limits, and best practices.

Plan and build an equipment rental web app with real-time availability, reservations, check-in/out, and damage tracking to speed up billing and reduce disputes.

Landing pages for influencer campaigns that turn Instagram taps into sales: build campaign pages, track attribution cleanly, and reduce mobile checkout friction.

Learn what “out of the box” really means in software, what to expect on day one, and how to compare ready-to-use tools vs custom builds.

A practical guide to how programming language decisions affect hiring, onboarding, team speed, and long-term maintenance effort and costs.

Learn how to plan, design, and build a mobile app for contactless checklists and inspections—QR/NFC start, offline mode, evidence capture, and reports.

Learn how to plan, design, and build a mobile incident reporting app: key features, offline capture, workflows, security, testing, and rollout tips.

Learn how to build a web app that detects customer usage drops, flags churn risk signals, and triggers alerts, dashboards, and follow-up workflows.

Learn a simple system for consistent loading, error, and empty states across web and mobile, so AI-generated UI stays coherent and needs less late polish.

Learn how to plan, design, and build a mobile app for personal daily reports—data fields, UX, storage, privacy, reminders, testing, and launch steps.