AI software delivery, in practice.
Notes from our engineering team on shipping software with AI. We write about what works in production: automation patterns, testing with LLMs, delivery process, and the trade-offs behind real projects. No hype, no vendor scoring, just what we learned building and running systems for clients.
AI-generated code technical debt: what the evidence shows
The two most-quoted statistics about AI code quality do not survive their sources. What 302,600 AI-authored commits actually show, and how to find the debt.
Learn more →A software development RFP template you can actually use
An ungated RFP template vendors can actually quote, including the AI-usage disclosure and code-ownership sections most 2026 templates still lack.
Learn more →Article 50 is in force. Here is what your chatbot must do.
Article 50 applied from 2 August 2026 and the Omnibus did not defer it. What must be disclosed, what actually moved, and the one narrow grace period.
Learn more →Finishing what the AI builder started
The app demos beautifully but has no real auth, no data model, and no observability. What production-ready actually requires, and retrofit versus rebuild.
Learn more →What custom software actually costs in 2026
Cost ranges by project class, rate bands by provider type, the maintenance line everyone forgets, and what AI-augmented delivery does and does not change.
Learn more →Questions to ask an AI development company, with our answers
The standard vendor-vetting checklist, plus the 2026 questions incumbents miss, plus our own answers, on the record, including the weak ones.
Learn more →IT budget planning 2027 software and AI teams actually need
A worksheet for 2027 software and AI budgets: build-vs-maintain ratios, the line everyone forgets, and a compliance deadline landing inside the year.
Learn more →A year running a WhatsApp AI agent for lead qualification
We built and run Kavya, a nine-language WhatsApp assistant that qualifies our own leads. Here is the architecture, the guardrails, and what broke.
Learn more →Who owns the code your agency's AI wrote?
Purely AI-generated output may not be copyrightable at all. What that means for your agency contract, and the exact clause wording that decides who owns what.
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