Blog

AI Development Insights

Practical guides, case studies, and insights on AI-augmented development from the team that built JustPropertySearch and nexTalker.

Apple Validated Agentic Coding. What Enterprises Do Next
Apple Validated Agentic Coding. What Enterprises Do Next

Apple just added AI agents to Xcode. When the most conservative platform company in tech goes agentic, your wait-and-see strategy becomes fall-behind.

Feb 2026
Read
The AI Shift: Adapt Now or Get Left Behind in 2026
The AI Shift: Adapt Now or Get Left Behind in 2026

The numbers don't lie: developers using AI see 20x gains while others fall behind. Your role has changed forever. Here's what you need to do right now.

Feb 2026
Read
When to Self-Host Your LLM: Enterprise Security Guide
When to Self-Host Your LLM: Enterprise Security Guide

Sending code to GPT-4 is a data leak. For some companies, that's fine. For others, it's a compliance violation. Here's how to decide if you need to self-host your LLM.

Feb 2026
Read
The HyperDev Manifesto: Ship Production Code in Hours, Not Quarters
The HyperDev Manifesto: Ship Production Code in Hours, Not Quarters

Traditional development cycles are broken. Here's how AI-augmented teams are shipping complete features in hours instead of quarters—and why your process is the bottleneck.

Feb 2026
Read
Cursor vs Copilot vs Claude Code: 2026 AI Coding Guide
Cursor vs Copilot vs Claude Code: 2026 AI Coding Guide

GitHub Copilot dominates with 42% market share, but Cursor's hitting $500M ARR. Here's how to actually choose between them and Claude Code for your team's workflow.

Feb 2026
Read
From 6 Months to 6 Days: AI Documentation Cuts Onboarding Time
From 6 Months to 6 Days: AI Documentation Cuts Onboarding Time

New AI documentation tools are slashing developer onboarding from months to days. Here's what engineering leaders need to know about the tools actually working.

Feb 2026
Read
The Death of the 10x Engineer: Why 3-Person Teams Outship 30-Person Departments
The Death of the 10x Engineer: Why 3-Person Teams Outship 30-Person Departments

Small AI-fluent teams are shipping faster than departments 10x their size. The math that justified large engineering orgs just broke. Here's what changed.

Feb 2026
Read

Want to See These Ideas in Action?

We don't just write about AI development — we practice it daily. Get a free technical assessment.

Get Your Free Assessment

We take on 2-3 new clients per quarter. Currently accepting Q2 2025 projects.