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.
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Blog
Notes from the build.
Field notes on shipping AI-native systems with human engineering judgement: architecture, modernisation, automation, and the tradeoffs in between.
Blog13 min read
A Founder Spent $300K on the Wrong Dev Team. Here’s What the Codebase Looked Like When We Got It.
An inherited $300K codebase had hardcoded keys, duplicated logic, N+1 queries and outages - this audit stabilized, refactored, and scaled it in 12 weeks.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Blog16 min read
What Founders Get Wrong About Technical Due Diligence (And What VCs Should Actually Ask)
Why founders’ polished demos hide real risks-and the exact questions VCs should ask about architecture, technical debt, dependencies, and team readiness.
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