Blog
Engineering, AI and the business of building software, written by the people who do the work.
· 4 min read
Clients want custom software built faster using AI agents. We can do it. But speed now means cognitive debt later. Here's what actually happens and why we usually recommend against it.
By Abdullah Waqar
· 6 min read
Cognitive debt is the new tax on AI-assisted development—a quiet erosion of shared understanding that paralyzes teams long before technical debt does. Here's what it is, why it matters more than tech debt right now, and how to keep your team's mental model of a codebase intact.
By Abdullah Waqar
· 4 min read
Early-stage founders love to offer “equity instead of cash” to dev agencies. Here’s why those deals usually backfire, when they might make sense, and how to protect your cashflow while still thinking long-term.
By Osama Waqar
· 8 min read
Why a lot of popular 'clean code' advice makes code harder to debug and change, and what to focus on instead to build truly maintainable systems.
By Abdullah Waqar
· 5 min read
A practical guide for consultants to assess emerging technologies using structured frameworks like Gartner Hype Cycle, TOE Model, and Feasibility–Desirability–Viability tests without getting lost in hype.
By Shaheer Asrar
· 4 min read
Software doesn’t just get complex because of bad design or developer mistakes—constraints like performance, memory, and reliability quietly push it there. Here’s how, why it happens, and what to do about it.
By Abdullah Waqar
· 4 min read
Why developers often fall into analysis paralysis when applying enterprise-level design to side projects, and how understanding the context and lifespan of your codebase helps you design software that’s both practical and maintainable.
By Abdullah Waqar
· 10 min read
Learn how event-driven architecture and message queues decouple services, improve scalability, and build resilience in modern systems. Explore real-world examples, patterns, and tools like Kafka, RabbitMQ, and CQRS.
By Shaheer Asrar
· 10 min read
A deep-dive into designing, implementing, and operating caches that make systems faster, cheaper, and more reliable. Learn multi-level caching, core patterns like cache-aside and write-through, stampede protection, invalidation strategies, and real-world code examples with Redis and Python.
By Shaheer Asrar
· 3 min read
Every time an LLM agent makes a mistake—and tries to fix it—you're footing the bill. Here's why that's just part of the process, and how to make it sting less.
By Abdullah Waqar