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Insights, tutorials, and career tips from the engineering community
Imagine you're using Uber. You request a ride. Within seconds, your request reaches an available driver near you. But here's the interesting question. How did Uber know which driver service to contact?
Imagine you're scrolling through your Instagram feed. You like a post. Your friend refreshes their phone immediately. For a few seconds... they still don't see your like. Did the system lose your data? No.
Imagine you're transferring ₹10,000 from your bank account to your friend's account. The process looks simple. Your account balance decreases. Your friend's balance increases. Now imagine something goes wrong halfway through. Your account is debited. But your friend's account is never credited because the database crashed. The money disappears.
System Design Series — Part 26 Imagine you're building an online food delivery platform like Swiggy or Zomato. A customer places an order. Behind the scenes, multiple services need to communicate: Order Service Payment Service Restaurant Service Delivery Service Notification Service
System Design Series — Part 25 Imagine you're building an e-commerce application. The homepage needs to display: Product name Price Product image Average rating Seller name
A few years ago, I worked on a project where a single database query took around 300 milliseconds. That doesn't sound bad. Until you realize: 10,000 users were executing the same query repeatedly. The database CPU started increasing.
A decision framework for fifty Toolliyo paths: match background, job market, and timeline to .NET, React, Azure, MERN, or full-stack .NET plus React in 2025.
Technical SEO, keyword strategy, and content systems that grew Toolliyo tutorial traffic—structured data, internal linking, and avoiding AI slop penalties.
A week-by-week recovery plan for software engineers: sustainable pace, boundary scripts, manager conversations, and when AI tools help versus hurt your energy.
Portfolio projects that stand out for remote .NET roles: what recruiters scan in 90 seconds, GitHub hygiene, deploy links, and three project archetypes that beat tutorial clones.
Cache-aside, read-through, write-through, and stampede protection for ASP.NET Core at scale: StackExchange.Redis, IDistributedCache, TTL strategy, and invalidation that survives enrollment spikes.
Choosing between Next.js App Router and a classic React SPA for SaaS and learning platforms: SEO, auth boundaries, deployment cost, and when hybrid rendering beats client-only routing.
AI ethics and security for developers shipping Copilot-assisted code: license risks, secret leakage, prompt injection, and review checklists for .NET teams deploying fintech APIs and LMS platforms safely.
Semantic Kernel vs LangChain for .NET AI apps: we compared both on a fintech API doc assistant and LMS Q&A bot—DI integration, plugins, observability, and which framework fits production C# teams.
AI mock interviews help .NET developers practice coding and system design—but scripted ChatGPT loops can hurt real interviews. Learn structured prompts, limits, and when to use human mentors on Toolliyo.
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