Self-Hosted LLMs vs API Calls: When the Math Flips
Self-hosting LLMs only beats API calls past a real volume threshold. See the break-even math, hidden costs, and when it pays off for SaaS.
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Thoughts, discoveries, and stories from our team's ongoing journey in software development and innovation.
Showing 1 - 12 of 64 Posts
Claude Code for Solo Founders: Skills, Hooks, Commands
Claude Code Skills, Hooks, and Slash Commands turn repeated prompting into one stack. A solo founder's guide to shipping faster without hiring a team.
10 AI Automation Workflows Every Solo Founder Needs
These 10 AI automation workflows help solo founders handle lead generation, content, support, and ops without growing a team.
MCP Explained: Why Your SaaS Must Be Agent-Ready
MCP is the emerging standard for connecting AI agents to SaaS products. Here is what it is, and why you need an MCP strategy before 2027.
How to Build SaaS Documentation with AI Tools in 2026
How developers use AI to write, maintain, and scale SaaS documentation — from inline comments to full API references and user-facing guides.
SaaS Security Checklist for AI-Assisted Development
AI-generated code ships with OWASP vulnerabilities 45% of the time. Here's what every vibe coder must check before their SaaS goes live.
Which SaaS Ideas Actually Benefit from a Boilerplate in 2026
Not every SaaS idea needs a boilerplate. Learn which business types get the most value and which ones will fight it the whole way.
How to Test AI-Generated Code the Right Way in 2026
AI code introduces 1.7x more bugs. Learn mutation testing, prompt strategies, and CI fixes to ship AI-generated code you can trust in 2026.
Prompt Engineering for Developers
Prompt engineering myths debunked. Discover what research actually proves for developers building with LLMs in 2026.
Planning for SaaS Seasonality and Revenue Patterns
Learn how SaaS seasonality affects revenue patterns, customer behavior, and growth planning with 2025 benchmarks and actionable strategies.
Most Common Mistakes Vibe Coders Make
84% of developers use AI tools, but trust dropped to 60%. Learn the critical vibe coding mistakes destroying codebases and how to avoid them.
Real-Time Features in SaaS: WebSockets, SSE, or Polling?
Real-time SaaS features explained: WebSockets vs Server-Sent Events vs polling. Small team guide to choosing tech you can actually afford and debug.