Blog13 min read
AI for Tender Reviews: How to Let Models Catch Scope Gaps Before Your Engineers Do
Learn how AI tools can revolutionize tender reviews by identifying scope gaps early, saving time, and reducing costly errors.
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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.
Blog16 min read
From Drawings to Detections: How to Train a Simple Defect-Detection Model on Your Own Site Photos
Learn how to train an AI defect-detection model using your own site photos, ensuring accuracy and efficiency in identifying flaws.
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Blog12 min read
Computer Vision vs Manual Site Photos: What Actually Catches More Defects on Real Projects
Explore the strengths and weaknesses of computer vision and manual inspections in defect detection, guiding you to the best choice for your projects.
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Blog15 min read
Self-Hosted AI for Construction Firms: Architecture, Costs, and Compliance in 2025
Explore how self-hosted AI enhances control, compliance, and cost efficiency for construction firms, ensuring data security and operational flexibility.
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Blog15 min read
Technical Interviews Are Broken: What We Do Instead to Find Real Talent
Technical interviews often miss the mark. Explore effective methods like project-based tests and pair programming to truly assess developer skills.
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Blog11 min read
Why We Ditched React for Vue: The Developer Happiness Metrics That Shocked Us
After facing challenges with one framework, a switch led to improved developer morale, faster delivery, and better product quality with another.
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Blog19 min read
Startup Survival Mode: Building Products When Funding Completely Dried Up
Explore strategies for startups to thrive without funding by focusing on MVPs, user feedback, cost-effective tools, and smart resource management.
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Blog11 min read
How to Build a $10M Product with a $200K Budget: The New Startup Math
Learn how to transform a $200K budget into a $10M product by focusing on lean development, AI tools, and strategic partnerships.
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Blog11 min read
GitHub Copilot Saved Us 200 Hours: Then Cost Us 2000 Hours in Bug Fixes
While AI coding tools can speed up development, they often introduce hidden costs, leading to significant time spent on debugging and refactoring.
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Blog15 min read
The AI Developer Productivity Trap: Why Your Team is Actually Slower Now
AI tools may speed up code generation, but they often lead to slower development due to hidden risks and dependency issues.
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Blog14 min read
Why AI-Generated Code Costs More to Maintain Than Human-Written Code
AI-generated code can accelerate development but often leads to higher long-term maintenance costs due to poor quality and hidden complexities.
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Blog15 min read
The Great Developer Arbitrage: How Smart Founders Build 3x Faster for Half the Cost
Learn how leveraging global talent and AI tools can help startups build products faster and more cost-effectively than ever before.
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