Notes from the build floor.
Real engineering write-ups on AI integration, cloud architecture, SaaS scaling, compliance, and shipping production software. By the team that built it.
Real numbers on building production AI agents - from $25K POCs to $500K enterprise deployments. Tooling, model costs, infra, and where teams actually overspend.
How to Build a $10M ARR SaaS With 5 Engineers in 2026
The lean engineering org pattern that hit $10M ARR with 5 engineers (and which AI tools made it possible). Real playbook from teams we ship with.
Stop Overpaying Vercel: 3 Cheaper, Faster Alternatives in 2026
Vercel is great for $20/month. It's a rip-off at $1000/month. Here's the cost breakdown and the 3 alternatives we ship with at scale.
AI Coding Assistants Ranked: Cursor vs Cline vs Copilot vs Windsurf
Real engineering productivity benchmarks across 4 leading AI coding tools. Where each one wins and which one we ship with daily.
12 Essential Tools Every SaaS Founder Needs in 2026
The actual stack we recommend to early-stage SaaS founders in 2026 - billing, auth, analytics, support, and the AI tools that replaced whole departments.
HIPAA Compliance for AI Products: A 2026 Checklist
What HIPAA actually requires for LLM-powered healthcare apps in 2026. BAAs, PHI handling in prompts, vector DB compliance, audit logs.
Why Your SaaS MVP Is Taking 9 Months Instead of 3
The 7 patterns that turn 12-week MVPs into 9-month odysseys. Plus the playbook to actually ship in 12 weeks.
Next.js 16 vs Remix vs SvelteKit: Production Benchmarks
Real Lighthouse scores, build times, hosting costs, and DX comparison from production apps shipped on each in 2026.
The Honest Cost of Running an AI Startup in 2026
Real monthly burn for AI-first startups: inference, infra, salaries, GTM. Numbers from teams at $0, $10K MRR, and $1M ARR.
Stop Building Chatbots. Build Copilots.
The chatbot UX failed. The copilot UX is winning. Here's the difference and why your AI feature should never live behind a chat box again.
RAG Is Dead. Long Live Agentic RAG.
Vanilla RAG broke at production scale. Here's the architecture that replaced it - agentic retrieval with planning, verification, and tool use.
GPT-5 vs Claude Opus 4.7 vs Gemini 2.5: Which Should You Ship?
Honest production comparison of the three frontier LLMs in 2026. Latency, cost per million tokens, function-calling reliability, and where each one wins.