Case studies, engineering deep dives, and lessons from building 10+ digital products.
AI glossary for marketers: 22 terms from GEO to humaniser. What you actually need.
SaaS press kit guide — logos, screenshots, founder bio. Be ready before coverage comes.
Why ship a public roadmap when nobody's watching? Accountability, SEO, and early-adopter signals.
24 AI agent terms explained simply — MCP, orchestrator, guardrails. No code.
How a 2-person studio handles sales questions without hiring.
Build audit trails that reconstruct why your AI agent did something weeks later.
Hard data on build-in-public conversion rates and benchmarks for 2026.
The vocabulary of transparent building — from open metrics to launch threads to vanity MRR. Definitions every indie hacker needs, minus the hype.
Build-in-public shares real progress — wins and failures. Content marketing shapes a narrative. Here's where they overlap and where they diverge.
Operations-focused AI agent terminology: daemons, watchdogs, fail-closed gates, control planes, and the vocab you need when agents run your infra.
Topic→draft→publish→social. Build your BIP pipeline in 2 hours.
Agent-run studios, AI-citation SEO, and the psychology of scale.
AI workforce terms explained: orchestrators, RAG, tool use, and the vocab founders actually need.
AI agents vs scripts — when each wins, and why most teams pick wrong.
8 silent AI agent failures that burn tokens and ship garbage.
Skip MRR screenshots. Share systems and real failures.
The agent roster, the human gates, the workflows we killed. Real operating model from an 8-product studio.
Dev agencies building products become sharper consultants. Here's why the studio model wins.
Real Q1 2026 data: 312 PRs, 2.3x output, 8% defect rate. Not hype.
How we keep Claude Code's context window lean across 8 products with CLAUDE.md hierarchies, skill files, and surgical file targeting.
How many SaaS products can one founder run? The honest framework.
launchd vs n8n — which automation wins? Real comparison inside.
Build an AI workforce instead of finding a cofounder. Real agents, real workflows, real checkpoints.
The real story of building 8 active SaaS products as a 1 founder + 1 manager team — including the infrastructure meltdown at product #5 that nearly tanked everything.
VeloCards architecture: crypto-to-fiat conversion, on-chain settlement, and why we ditched CEX rails.
Railway vs Vercel vs Fly.io 2026 — what a multi-product studio actually picks, why we standardized on Railway, where Cloudflare sits in front, and the migrations that hurt.
How we build click fraud detection system at ClickzProtect — Postgres fingerprints, Cloudflare Workers ingestion, edge scoring, and the 320ms-to-180ms latency fight.
How we run 8 active SaaS products with a 1 founder + 1 manager team — the real tools, the workflow, and the failures behind a bootstrapped multi-product studio.
What we learned launching 9 products across ad-tech, fintech, travel, analytics, and more — from architecture decisions to go-to-market mistakes.