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Engineering & product playbooks
Hands-on playbooks, decision frameworks, and case studies from the team building AI-native products at CodeNicely.
What to Ask a Reference Before You Hire a Dev Partner
A polished testimonial is a marketing asset, not a reference. Here are the 15 questions to ask a shortlisted dev partner's reference — the ones that surface missed milestones, disputed change orders, and IP clauses that needed a lawyer.
When Your Vendor's Roadmap Stops Serving Your Business
The licence renewal isn't the cost of staying on your vendor. The real cost is the hidden headcount absorbing workarounds the vendor will never fix — and for most Indian mid-market businesses, that number quietly overtakes the licence fee inside eighteen months.
What to Build for a Facility Management Business
Most UK facility management businesses lose more money to uncharged reactive jobs and unproven SLA breaches than to labour costs. Here's what to actually build, in what order, and what to leave to your CAFM.
The Hidden Cost of Keeping Your Legacy ERP Running
Your legacy ERP is not a sunk cost — it is an active spend that grows every quarter. Here is how to price the status quo in terms your CFO will recognise, and how to sequence the move so the first increment funds the next.
How Long Does an MVP Actually Take, Start to First User
A 4-6 week MVP promise almost never means 4-6 weeks of calendar time. Here is what actually happens between contract signature and first real user, and the three client-side stalls that reset every downstream phase.
What to Ask a Dev Partner Before You Sign the SOW
The clause that sinks most startup builds is not the payment schedule — it is how 'accepted' gets defined. Here are the 17 questions to ask your dev partner in the 48 hours before you sign.
Your Spreadsheets Are Blocking the Next Audit
The shared workbook running your reconciliation or procurement is not just a productivity problem — under ICAI SA 315 and RBI's IT governance direction, it is now a documented controls deficiency. Here is the case a COO or CIO can take to a sceptical CFO.
When to Hire Your First In-House Engineer
Your advisors say it's time to hire a full-time engineer. The math on runway, ramp-up, and break-even says wait until you can answer three specific questions. Here's the framework.
What Audit Trails Actually Require of Your Software
Your application logs are not an audit trail. Here is what RBI's ITGRCA, SEBI's system audit framework, and the Companies Act actually require of the software — and where most Series A fintechs fail the review.
How AI Dev Partner Pricing Works in the UAE
Three vendors quoted your AI initiative and the numbers vary by 60%. The gap isn't skill — it's who's carrying the risk of scope change. Here's how to read UAE dev partner proposals like the pricing model is the product.
What to Ask a Dev Partner at the Proposal Walk-Through
The proposal walk-through is where a ₹15–50L contract quietly goes wrong — not in the pricing, but in the clauses no one reads aloud. Here are the sixteen questions that expose scope creep triggers, IP assignment timing, and post-launch gaps before you sign.
How to Read a Dev Partner Proposal Before You Sign
Three proposals for the same MVP can vary 40–60% in price without any of the vendors being wrong. Here is how to tell whether the cheapest bid underspecified the work, whether the priciest one is padding your risk, and which line item actually matters most.