Blog15 min read
What the First 90 Days Look Like When You Hire a Rescue Team for Your Failing Codebase
90-day rescue plan: assess failing code, stabilize production, fix critical bugs, and reduce technical debt for scalable growth.
Read article
Blog
Notes from the build.
Field notes on shipping AI-native systems with human engineering judgement: architecture, modernisation, automation, and the tradeoffs in between.
Blog18 min read
AI Agents Can Now Scan 100K Lines of Code in Hours. Here’s What They Still Miss.
AI scans 100K+ lines fast but lacks business context and architectural judgment-use AI for scans and humans for validation.
Read article
Blog13 min read
$300K, One Broken Codebase: What a Failed Dev Engagement Leaves Behind
What a $300K engagement gone wrong leaves behind: hardcoded keys, duplicated logic, N+1 queries and undocumented schema drift, and the published recovery patterns that address each.
Read article
Blog21 min read
5 Things That Break First When a Startup Scales Past $2M ARR
When startups pass $2M ARR, hidden issues surface: fragile architecture, tech debt, team, CRM, and infra - and how to fix them.
Read article
Blog14 min read
Stop Letting AI Make Your Architecture Decisions. It Doesn’t Know What Broke Last Time
AI can draft designs fast but lacks production history and hidden dependencies-use it for analysis, keep humans as final architects.
Read article
Blog14 min read
Your Outsourced Team Ships Fast. But Who’s Reviewing What They Leave Behind?
Fast outsourced deliveries often mask security flaws and technical debt that can cripple growth without proper code reviews and handoffs.
Read article
Blog16 min read
Three.js vs WebGPU in 2026: What Changed for Large-Scale Construction Viewers
Compare Three.js WebGPURenderer and native WebGPU for construction 3D viewers: performance, compute shaders, memory and migration tips.
Read article
Blog13 min read
Why Your Next Hire Shouldn’t Be a Developer - It Should Be a Codebase Audit
Audit your codebase before hiring to find vulnerabilities, cut technical debt, and make smarter, cheaper hiring decisions.
Read article
Blog18 min read
Your SaaS Loses Users in the First 90 Seconds. Your Analytics Won’t Tell You Why
Most SaaS users churn within 90 seconds; analytics show where they leave, not why-streamline onboarding, remove friction, and boost retention.
Read article
Blog14 min read
54% of Companies Stopped Hiring Junior Devs Because of AI. Here’s the Crisis That Creates.
AI cuts junior dev hiring, creating skill gaps, senior burnout, and future shortages-startup hiring must rebuild the talent pipeline.
Read article
Blog15 min read
The Hidden Cost of ‘Move Fast and Break Things’ When Your System Already Has 200K Users
At 200K+ users, technical debt turns speed into outages, churn and burnout. Use refactoring, AI diagnostics, and a traffic-light roadmap.
Read article
Blog15 min read
3 Frontend Performance Metrics Your Dashboard Doesn’t Track (But Your Users Feel Every Day)
Spot and fix hidden frontend issues-FID variability, TTI degradation, and multi-page CLS-using RUM and web-vitals to improve real user experience.
Read article