Bhanu Prakash Korthiwada builds products, teams, and the systems around both — writing on architecture, product judgment, people leadership, and applied AI.https://bhanu.dev/https://bhanu.dev/writing/developer-advocacy-should-ship-working-softwarehttps://bhanu.dev/writing/developer-advocacy-should-ship-working-softwareDeveloper-facing teams build more credible content when their examples survive real implementation, not just polished demos.Wed, 18 Mar 2026 00:00:00 GMThttps://bhanu.dev/writing/every-technical-role-is-now-product-accountablehttps://bhanu.dev/writing/every-technical-role-is-now-product-accountableAI is lowering the cost of building software. That does not remove the need for architects, managers, or technical leads. It removes the excuse for any of them to stay distant from user value.Mon, 16 Mar 2026 00:00:00 GMThttps://bhanu.dev/writing/what-ai-tools-in-education-actually-needhttps://bhanu.dev/writing/what-ai-tools-in-education-actually-needThe most useful AI tools in education improve explanation, feedback, and access instead of turning learning into automation theater.Sun, 15 Mar 2026 00:00:00 GMThttps://bhanu.dev/writing/the-cost-of-unclear-ownershiphttps://bhanu.dev/writing/the-cost-of-unclear-ownershipUnclear ownership is not primarily a people problem. It is a system design problem, and its costs are almost always invisible until they are expensive.Sun, 08 Mar 2026 00:00:00 GMThttps://bhanu.dev/writing/small-teams-high-leveragehttps://bhanu.dev/writing/small-teams-high-leverageAI tools do not flatten the difference between strong and weak teams. They amplify it. A disciplined small team with clear scope and high standards will compound faster than ever.Sun, 01 Mar 2026 00:00:00 GMThttps://bhanu.dev/writing/the-decision-hierarchy-problemhttps://bhanu.dev/writing/the-decision-hierarchy-problemMost organizational friction is not a communication problem. It is a decision authority problem that has been relabeled as a communication problem.Sat, 28 Feb 2026 00:00:00 GMThttps://bhanu.dev/writing/the-technical-leader-in-an-ai-native-teamhttps://bhanu.dev/writing/the-technical-leader-in-an-ai-native-teamAI tools speed up first-pass implementation, but leadership leverage is moving toward problem framing, system judgment, and team clarity.Fri, 20 Feb 2026 00:00:00 GMThttps://bhanu.dev/writing/how-to-run-an-architecture-reviewhttps://bhanu.dev/writing/how-to-run-an-architecture-reviewMost architecture reviews are either rubber stamps or political obstacles. This is a practical guide to running reviews that improve technical decisions without slowing teams down.Tue, 10 Feb 2026 00:00:00 GMThttps://bhanu.dev/writing/make-decisions-legiblehttps://bhanu.dev/writing/make-decisions-legibleLeadership is not primarily about making better decisions. It is about making decisions that the people executing them can understand, trust, and act on with confidence.Tue, 20 Jan 2026 00:00:00 GMThttps://bhanu.dev/writing/protect-team-attentionhttps://bhanu.dev/writing/protect-team-attentionThe real constraint in an engineering team is not time — it is focused attention. A leader who protects uninterrupted deep work creates more leverage than one who optimizes scheduling or headcount.Mon, 12 Jan 2026 00:00:00 GMThttps://bhanu.dev/writing/the-delivery-trianglehttps://bhanu.dev/writing/the-delivery-triangleA framework for understanding why engineering teams miss estimates — and why the fix is almost never "better estimation." It is almost always clarity on one of three inputs.Sat, 10 Jan 2026 00:00:00 GMThttps://bhanu.dev/writing/earn-complexityhttps://bhanu.dev/writing/earn-complexityComplexity is not inherently bad. Unearned complexity is. The difference is whether the complexity was added to solve a real, present problem — or to prepare for a future that may not arrive.Mon, 05 Jan 2026 00:00:00 GMThttps://bhanu.dev/writing/architecture-decision-recordshttps://bhanu.dev/writing/architecture-decision-recordsADRs are widely prescribed and rarely used well. The reason is almost always that teams treat them as documentation artifacts instead of communication tools. Here is how to use them as the latter.Thu, 18 Dec 2025 00:00:00 GMThttps://bhanu.dev/writing/optimize-for-reversibilityhttps://bhanu.dev/writing/optimize-for-reversibilityNot all decisions are equally expensive to undo. The highest leverage engineering discipline is not making better decisions — it is preserving the ability to change them when you learn more.Mon, 15 Dec 2025 00:00:00 GMThttps://bhanu.dev/writing/how-to-write-a-technical-spechttps://bhanu.dev/writing/how-to-write-a-technical-specA technical spec is a decision document, not a documentation artifact. This guide covers how to structure one so it surfaces disagreement early, builds shared understanding, and creates a durable record of why the system was built the way it was.Wed, 10 Dec 2025 00:00:00 GMThttps://bhanu.dev/writing/ai-changes-seniorityhttps://bhanu.dev/writing/ai-changes-seniorityAI tools compress the gap between junior and senior for implementation tasks. The remaining gap — and its value — is shifting toward judgment, problem framing, and the ability to recognize when the code is solving the wrong thing.Tue, 02 Dec 2025 00:00:00 GMThttps://bhanu.dev/writing/build-for-the-teamhttps://bhanu.dev/writing/build-for-the-teamThe best architecture for a system is the one the team that will maintain it can understand, debug, and change confidently. A technically superior architecture that the team cannot navigate is not superior.Mon, 01 Dec 2025 00:00:00 GMThttps://bhanu.dev/writing/signal-vs-noise-in-engineering-metricshttps://bhanu.dev/writing/signal-vs-noise-in-engineering-metricsMost engineering metrics measure activity, not outcome. A framework for identifying which metrics carry real signal, which generate noise that looks like signal, and how to build a measurement system that actually improves decisions.Fri, 28 Nov 2025 00:00:00 GMThttps://bhanu.dev/writing/on-estimationhttps://bhanu.dev/writing/on-estimationTeams that struggle with estimates usually struggle with something deeper — unclear scope, missing context, or distrust between engineering and the business. The estimate is just where the problem surfaces.Fri, 14 Nov 2025 00:00:00 GMT