
From Receipts to Rows: Practical AI Patterns with GPT + Google Sheets
A hands-on walkthrough for building reliable AI automations that parse messy receipts and produce structured records.
Fresh, practical reads on web, blockchain, AI/ML, data, and automation—aligned with how I build.

A hands-on walkthrough for building reliable AI automations that parse messy receipts and produce structured records.

Designing an enrichment pipeline for company data: search queries, validation, social links, and email verification.

Client‑side encryption, human‑friendly flows, and practical threat models for privacy‑first apps.

Patterns for fast, inclusive interfaces: image sizing, focus states, motion, and keyboard affordances.

When decentralization helps: auditable records, role‑based access, and transparent research sharing.

A field guide to spotting hotspots using execution plans and DMVs with a lightweight workflow.

Guardrails, test cases, and fallback strategies for prompts that power real workflows.
A practical take on easing, timing, and motion systems that respect performance and users.

Trade‑offs across cost, control, and extensibility with guidance for common use cases.

Patterns for conveying security clearly: copy, iconography, and flows that build trust.
Practical sizing strategies for responsive grids, cards, and detail views.

Quick references for spotting missing indexes, expensive queries, and memory pressure.

What app devs need to know to integrate with private chains: identities, channels, and chaincode.

Tiny evals that catch regressions without stalling development.

Clarity, speed, and evidence. A checklist you can iterate on.
Color, spacing, and motion tokens that keep teams consistent without overhead.

A deep dive into architecture, performance, caching, and security practices for building robust Next.js 15 apps in 2025.

Demystifying RSC in Next.js 15+: how to place server/client boundaries, reduce JS, and design server-first UIs in production.

Common App Router gotchas: static vs dynamic, generateStaticParams, mixing server/client, and loading/error placement.

Build a production-grade media pipeline: Next/Image optimization, when to use Cloudinary/Cloudflare, and video delivery strategies.

SQL tuning patterns with before/after comparisons that turn 4s queries into 200ms results—indexes, CTEs/materialized views, caching, joins, and pagination—for faster dashboards and lower costs.

In modern full-stack apps, caching is the secret weapon for speed and scalability. This post shows how to combine ISR, Route Handlers, Redis, and SWR for a layered caching strategy in Next.js 15.

Frontend bundle size is a silent performance killer. This post shows how modern Next.js 15 apps can slim down bundles using Turbopack, dynamic imports, tree-shaking, and dependency hygiene — with real before/after examples.