Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Accounting and Tax Firms: Automation Playbook 2026
A tactical playbook for CPA and tax firms ready to automate document intake, transaction categorization, tax prep, and client communication with AI tools that deliver measurable ROI.
AI & strategy · Aug 12, 2026 · 14 min read
AI for Law Firm Productivity: Document Review and Research
Law firms that adopt AI for document review and legal research are saving 30-40% on review costs while producing higher quality work. Here is how leading firms implement AI across their practice areas.
AI & strategy · Aug 12, 2026 · 14 min read
AI for Recruiting and Staffing Agencies: Placement Playbook
Recruiting agencies that adopt AI fill roles faster, place better candidates, and retain more clients. This playbook breaks down exactly how to automate resume parsing, sourcing, candidate engagement, and placement prediction for your agency.
AI & strategy · Aug 12, 2026 · 14 min read
AI Agents for DevOps: Automating Incident Response and SRE
Alert fatigue is burning out your on-call engineers while real incidents slip through the noise. AI agents for DevOps and SRE are cutting mean time to resolution by 50 to 70 percent, and the best teams are already using them.
AI & strategy · Aug 12, 2026 · 14 min read
Serverless vs Containers for Startups: When to Use Each 2026
Serverless and containers both have a place in your stack. The right choice depends on traffic patterns, workload type, and budget. Here is a practical decision guide with real cost numbers for 2026.
Technology · Aug 11, 2026 · 14 min read
React Native vs Kotlin Multiplatform: 2026 Comparison Guide
React Native shares UI code across platforms. Kotlin Multiplatform shares business logic and lets each platform keep native UI. The right choice depends on your team, your timeline, and how much native fidelity you actually need.
Technology · Aug 11, 2026 · 14 min read
Monorepo vs Polyrepo: Which Architecture for Your Startup?
The monorepo vs polyrepo debate keeps resurfacing because neither approach is universally correct. This guide breaks down the real trade-offs, walks through decision criteria based on team size and product complexity, and gives you a framework for choosing the right repo strategy before it becomes painful to switch.
Technology · Aug 11, 2026 · 14 min read
Scope Creep in Software Projects: Prevention Guide for Founders
Scope creep is the silent budget killer in software development. Every 10% increase in scope adds 15 to 25% to your timeline and budget. Here is how to stop it before it starts.
Technology · Aug 11, 2026 · 14 min read
When to Hire In-House Developers vs Use a Dev Agency in 2026
The build-vs-buy decision for your engineering team is one of the highest-stakes choices a founder makes. Get it wrong and you burn months of runway. Here is a stage-by-stage framework for getting it right.
Technology · Aug 11, 2026 · 14 min read
How to Build an AI-Powered Permit and Licensing Platform 2026
Permit offices are drowning in paper applications, inconsistent reviews, and backlogs that stretch for months. Here is how to build an AI-powered platform that cuts processing time by 70% and actually works for both applicants and reviewers.
How to build · Aug 10, 2026 · 14 min read
How to Build an AI Customer Health Scoring System for SaaS
Most SaaS companies discover churn after it happens. An AI-powered health scoring system gives your customer success team a predictive, continuously updated signal for every account, so they can act weeks before a cancellation request ever lands.
How to build · Aug 10, 2026 · 14 min read
How to Build an AI Revenue Forecasting Tool for B2B Startups
Most B2B startups forecast revenue with a spreadsheet and a prayer. An AI revenue forecasting tool that combines pipeline signals, billing actuals, and time-series ML can get you within 10% of actual, every quarter.
How to build · Aug 10, 2026 · 14 min read