Vibe Coder’s Manual

SaaS exit strategy is something most solo founders think about too late. What buyers pay for in 2026 is certainty of future value — not current features. This episode maps the three endgames for bootstrapped founders: lifestyle business, strategic acquisition, and acqui-hire. With 2025 Acquire.com multiple data by ARR range, lifestyle business net income math at real MRR levels, the five durable m...

SaaS legal basics are what most developers ignore until something goes wrong. Not legal advice - just two founders talking through the compliance landscape they wish someone had explained before they started charging customers. This episode covers GDPR, the EU AI Act effective August 2026, PCI scope for Stripe-integrated products, business entity tradeoffs, and the four documents most founders enc...

Solo founder burnout in 2026 hits differently — AI tools removed the technical bottleneck and replaced it with a nervous system bottleneck. You can ship 5x faster, which means 5x more maintenance surface and 5x more decisions. This episode covers the operational automation stack that removes recurring decisions, the async-first operating model that protects deep work, and the 72-hour resilience te...

SaaS metrics that matter are five numbers - not pageviews, not signups. This episode is the instrumentation guide: the exact Supabase schema for tracking AI costs per user, the Stripe Sigma queries, the PostHog event setup, and the alert thresholds that tell you something is wrong before it becomes a crisis. Covers activation rate, time-to-value, NRR, MRR churn, and agentic margins - with real ben...

AI customer support isn't a tool decision — it's an architectural decision. This episode starts with the support volume paradox (support doesn't scale linearly past 1,000 users, it explodes logarithmically due to combinatorial environment variance), then dismantles the Human Touch Theater Trap: founders spending 25–55% of their week manually answering tickets at an industry average cost of $19 per...

SaaS distribution in 2026 is a technical problem, not a marketing problem - and this episode is the execution manual, not the philosophy. It opens with the tool → smart recommendations → AI agent sequence that every breakout SaaS follows (and why skipping straight to agents is commercially suicidal). Then: Generative Engine Optimization (GEO) — why AI crawlers treat your landing page like a JSON p...

AI infrastructure costs aren't a strategy problem — they're an engineering problem. This episode is the war story session: the developer who hit $3,200 in a single month (22% from a CI/CD staging loop hitting the live API 40,000 times per commit), the 3am retry nightmare that burned $500 in one night from a primitive while-loop hitting a 429 error, and the 49-agent refactoring task that burned 887...

SaaS security is where solo founders get ended — not slowed down, ended. One incident isn't a PR hiccup. It's terminal. The Verizon 2024 Data Breach Investigations Report found that 38% of all breaches used compromised credentials, with an average dwell time of 292 days before detection. For a bootstrapped founder, that's a death sentence. This episode covers why building your own auth is architec...

SaaS backend architecture decisions made in week one are the ones you live with at 1,000 users. In 2026, Claude Code makes it dangerously easy to build something that works for 50 users and quietly breaks everything at 500. This episode names the three architectural sins that create six-month rewrites — the microservices complexity trap, the memory and connection limit wall, and the big bang rewri...

Just because you can build anything in a week doesn't mean you should. Most vibe-coded projects die in the "nice-to-have" trap, over-engineering AI solutions for simple problems that users simply will not pay for. The fix is pivoting away from generalist tools and focusing on boring, compliance-heavy, high-friction workflows. This episode breaks down the exact tooling and architecture required to...

AI SaaS validation is what separates a real business from a zombie company — an app with glowing reviews that's bleeding to death financially. This episode is the complete pre-build playbook for 2026: Steve Blank's customer development manifesto applied to vibe coding, how to mine Reddit for high-intensity pain using the frequency vs intensity matrix, and how the Idea Sieve agent (730-line system...

You launched your vibe-coded app and got the initial traffic spike. Six months later, you have a 70% churn rate. The problem is you are stuck in the vibe revenue trap. You priced your AI tool at $15 a month because that’s what Netflix does. AI is not traditional SaaS with zero marginal costs. Fluctuating token costs and heavy power users will eat your margins alive and scale you directly into bank...