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Weekly articles on Blockchain Architecture, AI × Web3, and Engineering Leadership.

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All articles · 11 of 11 articles

⛓️ Blockchain ArchitectureApr 3, 2026

Designing a Staking Contract That Won't Get Exploited

Most staking bugs are not exotic. They come from predictable mistakes in reward math, withdrawal flow, upgradeability, and trust boundaries.

⛓️ Blockchain ArchitectureApr 2, 2026

The Data Sovereignty Constraint: Designing Blockchain Systems for Government

Government blockchain systems fail when architects treat public-chain patterns as universal. Data sovereignty changes the design from the first decision.

🏗️ Engineering LeadershipApr 1, 2026

Why I Stopped Writing Smart Contracts Before Auditing Them

Auditing changed how I write Solidity. Once you spend enough time reading production-bound contracts for failure modes, your default design instincts change.

🤖 AI × Web3Mar 30, 2026

AI-Augmented Engineering: How I Use Claude to Move Faster Without Creating Mess

The useful AI workflow is not 'generate code faster'. It is shortening feedback loops across debugging, architecture mapping, code review, and handoff quality.

⛓️ Blockchain ArchitectureMar 27, 2026

Building a Non-Custodial Wallet with Fireblocks: What Nobody Tells You

Fireblocks NCW solves part of the problem. The real complexity sits in recovery UX, session state, webhook timing, and transaction flows that fail halfway.

⛓️ Blockchain ArchitectureMar 20, 2026

How ERC-4337 Changes Wallet Architecture Forever

Account Abstraction removes the EOA bottleneck. Here's what that means for wallet architecture, custody design, and the dApps built on top.

⛓️ Blockchain ArchitectureMar 20, 2026

How We Built Cross-Chain Credential Verification Between a Private and Public Blockchain

Connecting Hyperledger Fabric to Polygon using a commit-reveal pattern and a lightweight oracle. Three transactions, 16 seconds, zero PII on a public chain.

🤖 AI × Web3Mar 13, 2026

AI Agents That Execute On-Chain: A Practical Guide

LLMs can now sign transactions, call smart contracts, and manage DeFi positions. Here's the architecture that makes it safe.

🏗️ Engineering LeadershipMar 6, 2026

Taking Over a Sprint Mid-Way: A Lead's Playbook

You've just been made Lead on a project mid-sprint. The previous lead is gone. Here's the first 48 hours.

⛓️ Blockchain ArchitectureFeb 18, 2026

L2 Chains Are Not Hard to Deploy — The Hard Part Comes After

Deploying an OP Stack L2 takes a week. Running one in production takes ongoing engineering. The sequencer, bridge operations, oracle design, and L1 state posting are where the real work begins.

🏗️ Engineering LeadershipJan 15, 2026

What I Learned Leading a Blockchain Team from 10 to 50+ Engineers

The technical and organisational challenges of scaling a specialist blockchain team — hiring signals that actually matter, managing technical direction at scale, and what breaks when you grow too fast.