I believed the million-dollar SaaS myth, skipped validation, and ended up in debt and burnt out. Here's what building without proof actually costs.
Aug 22, 2026
AI coding agents make it easier than ever to build the wrong thing fast. Here's the problem-definition habit that's saved me from rebuilding client features from scratch.
Aug 20, 2026
A build-in-public breakdown of the PRD behind Sahayog MIS, a multi-tenant NGO reporting platform scoped for a real CSR pilot with Citizens Foundation, and the tradeoffs behind its 5-day MVP.
Aug 6, 2026
I built a SaaS feature nobody asked for, then finally did the market research. Here's what backwards validation taught me about picking what to build.
MCP server security matters more after the 2026 stdio RCE disclosure. Here's the actual checklist I run before connecting any server to my agents.
Aug 5, 2026
Building a SaaS while working full-time and freelancing, without the quit-your-job cliché. What actually gets sacrificed and what makes it sustainable.
Aug 4, 2026
The real income data behind indie hacking in 2026 — survivorship bias, median revenue, and what building solo actually pays before you quit your job.
Aug 3, 2026
An honest, research-backed look at Wispr Flow's accuracy, pricing, and reliability complaints — and whether the AI dictation tool is worth switching to in 2026.
Aug 2, 2026
A practical comparison of OpenAI Codex and Claude Code in 2026 — architecture, benchmarks, pricing, and which one fits solo developers versus teams.
An honest breakdown of Claude Code's pricing, features, and the friction points most reviews skip — permission prompts, rate limits, and Agent Teams — so you know which plan to actually buy.
Adding AI features to my SaaS quietly cut my gross margin in half. Here's the real math, and what I'm doing about it as a solo builder.
Aug 1, 2026
I went laptop shopping in 2026 and hit the AI-driven RAM shortage head-on. Here's what it actually cost and how I decided what to buy.
The specific things I hold back when building in public, why I hold them back, and the one time I shared too early and regretted it.
Jul 27, 2026
My actual filters for solo founder feature prioritization — not a framework, the real reasoning I use before touching code, including where I got it wrong.
How I went from borrowing a friend's laptop and a Zoology degree to an NGO data role, and why I'm still building CreatorBit and Ganlary Labs on the side.
A real comparison of Vercel, Railway, Render, Fly.io, and VPS hosting for SaaS apps in 2026 — pricing, trade-offs, and how I'd actually choose.
A solo developer's framework for telling a real upgrade from tool FOMO, with honest examples from actually switching between AI coding tools.
Jul 26, 2026
How I actually priced my SaaS with zero users and no data to lean on — comparables, tier logic, and no borrowed benchmarks.
My gaming laptop died in remote Arunachal, no repair shop nearby. Turns out you don't need a powerful laptop to keep shipping — you need a browser.
Jul 25, 2026
I've used both since the early, rough days. Here's what actually changed in ChatGPT vs Claude for coding, automation, and real productivity.
The AI tools for indie founders I actually pay for — from CreatorBit to freelance client work — and what I'd cancel first.
I stopped hunting for the best AI coding tool and started running three. Here's my actual workflow, real costs, and what's worth it.
How to decide what to pay yourself from a bootstrapped SaaS with no funding, no board, and no VC salary bands to lean on.
Jul 24, 2026
Google confirmed AEO and GEO are just SEO. What that means if you're a solo dev writing every post yourself, no optimizer subscription required.
Vibe coding feels like it skips the fundamentals. After years of freelance client work, here's where that understanding actually still shows up.
Jul 23, 2026
As a solo developer running client projects, I tried a dozen MCP servers. Here's which ones stayed, and which ones just burned tokens.
Why RAM prices are so high in 2026: AI datacenters are consuming most of the world's memory. What happened, and how I'd spec a dev machine now.
Jul 22, 2026
Supabase vs Firebase for a production SaaS: why relational data, open-source exit costs, and predictable pricing made me pick Supabase for CreatorBit.
Jul 21, 2026
Stacking more AI tools isn't making solo founders more productive — it's draining their margins through subscription creep, attention tax, and unpredictable usage-based billing. Here's the audit framework to fix it.
Gemini CLI shut down on June 18, 2026, despite 100k GitHub stars. Here's the framework I now use to pick AI coding tools that won't die under me.
The 5 solo developer tools I still pay for after cancelling everything else: error monitoring, secrets, managed Postgres, scheduling, and uptime.
How I use Claude Code on real client work through Ganlary Labs — the disclosure conversation, my review process before anything ships, how billing changed, and where the '3x more clients' promise falls apart.
Windsurf is gone, Devin Desktop is here, and every coding agent comparison online is already out of date. A budget-first breakdown of Cursor, Claude Code, GitHub Copilot, and Devin Desktop for solo developers and indie hackers, with a combo you can actually run.
Jul 20, 2026
A mindset shift from tech-sector thinking to NGO field work — and why the two aren't as far apart as they look.
Jul 19, 2026
The real difference between an AI copilot and true agentic AI, a concrete before/after workflow example, a practical checklist for spotting agent-washing, and the trust gap most trend roundups skip.
A practical, tiered pricing framework for freelance MVP builds — how to scope it, quote it, and protect yourself from scope creep.
Jul 18, 2026
Lessons on MIS design, stakeholder convergence, documentation discipline, and systems thinking from running field operations in rural India — and why every SaaS founder should think like a programme manager.
Jul 17, 2026
The unglamorous truth about pre-launch waitlists, and what actually converts signups into users.
Jun 28, 2026
The three numbers that actually tell you how much time you have left, and why most founders track the wrong one.
Jun 15, 2026
