Insights
Long-form thinking from our engineers, designers, and product leads — usually written when something we encountered on a project felt worth sharing.
Five provider types compared, seven questions that reveal real capability, and the red flags worth walking away from — including where we are the wrong fit.
Treating non-English content as a first-class concern rather than a translation step bolted on at the end — retrieval, evaluation, and the failure modes specific to multilingual corpora.
The five components of an AI agent, the core loop, common patterns (ReAct, plan-execute, multi-agent), and how to design for production.
Read · 7 minSmarter chunking, hybrid search, re-ranking, query rewriting and agentic RAG — which technique fixes which failure, and what to try first.
Read · 8 minDemand forecasting, route optimisation, warehouse automation and last-mile dispatch — the use cases that pay off and where to begin.
Read · 7 minHow a React AI agent is structured (and why the logic belongs on the server), a step-by-step build, and the ReAct naming confusion cleared up.
Read · 7 minWhen single-shot RAG breaks, agentic RAG takes over — the difference, a decision table, and when to use each.
Read · 7 minThe core reason-act-observe loop, a step-by-step build, and when to graduate from raw code to a framework.
Read · 8 minThe use cases that pay off first, the real economics of when it's worth it, and how to run a first pilot.
Read · 8 minWhat agentic AI frameworks do, how the five leading options differ, and how to choose one for production — with a decision table and FAQs.
Read · 9 minHonest AED ranges by website type, what moves the budget, WordPress vs custom, and the Arabic/RTL decisions that shape a UAE web project.
Read · 6 minWhat real SEO includes, honest AED pricing, and why local and Arabic SEO decide whether a UAE business is found on Google or invisible.
Read · 6 minStraight answers on what an online store really costs to build in Dubai — price ranges by project type, what moves the budget, platform comparison, and the UAE-specific decisions (payment gateways, Arabic/RTL, VAT) most quotes skip.
Read · 7 minA field guide to building agentic systems that don't fall over the moment they meet a real workflow. We walk through the unsexy decisions — state stores, retry semantics, observability — that separate demos from production.
Read · 8 minStrategy decks are cheap. Code in users' hands is the only thing that teaches you the truth. A look at how three of our recent engagements treated the first launch as a research instrument.
Read · 6 minA practical decision framework that has nothing to do with Hacker News religion. We share the questions we ask ourselves before reaching for either, and where each genuinely earns its place.
Read · 11 minIf you can't measure quality, you can't ship AI changes safely. We walk through how we structure eval suites for retrieval-heavy products and the surprising things they catch.
Read · 9 minOur team is split across Dubai, Seattle, and Durgapur. Here's what we've learned about handing off incidents, runbooks that actually get used, and avoiding the 3am hero culture that wrecks small teams.
Read · 7 minMost products we inherit are suffering from the same thing: years of small additions that nobody pushed back on. A reflection on saying no, even when the customer is asking nicely.
Read · 5 minRetrieval is where most AI products quietly fail. Five questions we ask before believing a RAG system is doing what its dashboard claims.
Read · 10 minA design system fails or succeeds based on how teams adopt it, not on how clean the Figma library looks. Lessons from three rollouts that taught us this the hard way.
Read · 6 minWhy our default stack reaches for the unfashionable choice — and the small set of places where novelty actually pays off.
Read · 8 minLet's build
Whether you're testing a hypothesis or scaling an established product, we'd be glad to spend a half-hour helping you think through the next step — no pitch deck required.
