Black Friday 2026 readiness: the e-commerce performance and load-test checklist
Black Friday is 27 November 2026. A checklist for Core Web Vitals with promos on, load tests at 2× peak, checkout failure modes and kill switches.
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32 articles across development, AI and startup delivery
SEO for AI search in 2026: what actually gets you cited in AI Overviews and ChatGPT
GEO, AEO, LLMO: the acronyms multiply, the fundamentals don't. What Google and Bing say about AI search and how to get your startup cited.
Read moreFrom vibe-coded MVP to production: the rescue checklist
Built it with Lovable, Bolt or Cursor and real users arrived? A checklist to close security holes, pay down AI-generated debt and scale safely.
Read moreAgentic commerce: how to make your store buyable by AI shopping agents
AI assistants now recommend and help buy products. What Shopify's agent tools, UCP and OpenAI's ACP mean for merchants, and what to fix first.
Read morePrompt injection in 2026: how to defend AI features and agents
Prompt injection is still the top LLM risk. The threat model, the lethal trifecta and the defences that work: least privilege, isolation and approvals.
Read moreNext.js 16 Cache Components: a practical migration guide
How Next.js 16 Cache Components work ('use cache', cacheLife, cacheTag), a step-by-step migration from Next.js 15, and the pitfalls we hit.
Read moreEuropean Accessibility Act: the WCAG 2.2 checklist for SaaS and e-commerce
The EAA is enforceable and fines are landing. Who's in scope, why WCAG 2.2 is the practical standard, and a developer checklist for this sprint.
Read morePasskeys for SaaS in 2026: rollout plan, metrics and pitfalls
Billions of passkeys exist, yet most SaaS logins are still phishable. A rollout plan: enrolment nudges, recovery, B2B policy and metrics.
Read moreHow to price AI features in 2026: credits, seats or outcomes?
AI features break seat pricing. How SaaS teams price AI in 2026 (hybrid plans, credits and outcome-based pricing) with the margin maths.
Read moreINP in 2026: how to find and fix slow interactions
INP is the Core Web Vital most sites fail. How it's measured, how to find slow interactions, and fixes that work in React, Next.js and Shopify.
Read moreRAG vs fine-tuning vs long context in 2026: how to choose
Long context didn't kill RAG, and fine-tuning isn't a knowledge base. A framework for grounding LLM features in your data, plus the evals to prove it.
Read moreLLM gateways and model routing: stop hard-coding one AI provider
Why startups put an LLM gateway in front of AI features, how model routing cuts cost, and how LiteLLM, Portkey, OpenRouter and cloud gateways compare.
Read moreDurable workflows: why long-running AI agents need a job engine
Agents that wait on webhooks and approvals can't live in an HTTP request. How durable execution works and when to use Temporal, Restate or Inngest.
Read moreSOC 2 for startups: the engineering checklist before your first audit
Your first enterprise deal wants a SOC 2 report. Type I vs Type II, realistic timelines, and the engineering controls to put in place first.
Read moreAI-assisted code review: a workflow that keeps quality up as output rises
AI tools raise output and review becomes the bottleneck. A workflow for small teams: small PRs, AI first-pass review, guardrails and human ownership.
Read moreMulti-tenant SaaS on Postgres: row-level security done right
Make tenant isolation a database guarantee: RLS policies, safe tenant context with connection pooling, fast queries and isolation tests in CI.
Read moreAI support agents: how to measure ROI before and after launch
Deflection is a vanity metric. Measure AI support agents by verified resolution, cost per resolution and CSAT, and decide whether to buy or build.
Read moreHow to hire a dev sprint team for your startup (2026 guide)
What to look for in a dev sprint partner: scope discipline, production habits, async delivery, and pricing models — so you ship MVPs and AI features without a six-month agency contract.
Read moreDev agency vs fractional CTO: when to use each (2026)
Founders confuse execution partners with technical leadership — when a fractional CTO makes sense, when you need a dev agency, and how to combine both without overlap.
Read moreShopify headless vs Liquid themes: speed, SEO, and when to migrate
Compare Shopify Online Store 2.0 themes with headless storefronts (Hydrogen, Next.js) — performance, SEO, cost, and migration timing for growing brands.
Read moreTechnical due diligence checklist before buying or investing in a SaaS
What to verify in a technical due diligence: codebase health, infra, security, metrics integrity, and team bus factor — for acquirers, investors, and founders selling.
Read moren8n vs Zapier vs custom automation for SaaS teams
Compare no-code automation tools and custom workflows for startups — cost, flexibility, observability, and when to graduate from Zapier to code or n8n.
Read moreHiring full-time vs. a dev subscription: the real numbers founders should model
A straightforward comparison of cash, speed, and risk — when a senior subscription beats a salary, and when you should still hire in-house.
Read morePostgres vs. Supabase vs. Firebase for startup backends in 2026
Choose a backend stack for speed, cost, and control — when managed Postgres (Supabase) wins, when Firebase fits, and when you need plain Postgres on your own infra.
Read moreHow to add AI to your SaaS without breaking trust or performance
A practical checklist for LLM features: scoping, RAG vs. prompt-only, evals, latency, cost, and rollout — written for founders shipping real products.
Read moreLLM API cost optimization for startups: a practical guide
Cut LLM spend without gutting quality — caching, model routing, prompt design, evals, and when smaller models are enough for production SaaS features.
Read moreWebflow vs. WordPress vs. custom code for startups in 2026
How to choose a website stack when you need speed, SEO, and room to grow — with clear criteria, trade-offs, and when to hire a dev sprint team.
Read moreNext.js production checklist for startups (2026)
A practical pre-launch checklist for Next.js apps: routing, caching, env vars, observability, SEO, and security — so you ship fast without production surprises.
Read moreHow to scope an MVP in two weeks (without shipping junk)
A founder-friendly framework to cut an MVP to one measurable outcome, one user path, and one week of buffer — so your first release actually validates the idea.
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Development
Web, mobile and backend engineering notes — performance, frameworks, accessibility and the production habits that keep releases boring.
13 articles
AI & Automation
Shipping LLM features, agents and automations that survive real users — evals, security, cost control and compliance.
11 articles
Startup Guides
Scoping, hiring, pricing and due diligence for founders who need to ship without burning runway.
8 articles
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