Insights &
perspectives.
Technical deep-dives, strategy frameworks, and lessons from building software at scale.
ChatGPT Ads: The Complete Guide for Brands (2026)
A practical 2026 guide to ChatGPT Ads for brands, including who can advertise, who sees ads, how targeting works, how the format differs from Google and Meta, and what technical groundwork to put in place now.
ChatGPT Ads vs Google Ads: Technical Comparison, Feature Matrix, and Tracking Guide
A technical comparison of ChatGPT Ads, Google Search Ads, and Meta Ads, including targeting models, privacy boundaries, bidding surfaces, and a practical cross-channel tracking architecture for assisted conversion reporting.
Quantum Computing May Be Closer to Breaking Modern Cryptography Than Previously Thought
A third-party look at new 2026 research suggesting quantum attacks on elliptic-curve cryptography may require far fewer resources than many earlier estimates assumed.
How OpenAI Serves Ads in ChatGPT: Selection, Guardrails, and Attribution
A technical breakdown of how OpenAI’s ChatGPT ads work in 2026, including ad eligibility, conversation-time selection, privacy boundaries, ranking signals, and the attribution chain OpenAI has publicly described.
Bitwarden CLI Compromise: What Developers and Agencies Should Do Next
Public reports around the Bitwarden CLI compromise have put supply chain risk back in focus. Here is what developers, engineering leaders, and agencies should do immediately.
From Software Engineer to Design Enthusiast: My Journey Building a Design System with Claude Design
A software developer shares their hands-on experience creating a full design system using Claude Design, with practical tips for getting started and maximizing value.
Kimi K2.5 vs Claude Code: Which AI Coding Model Wins in 2026?
A third-party look at how Kimi K2.5 compares with Claude Code in real agency-style delivery work, from UI-to-code speed to pricing pressure and where each model still fits best.
Kimi K2.5 vs GLM-5 vs Claude Code: Which AI Coding Model Fits Best in 2026?
A simple third-party comparison of Kimi K2.5, GLM-5, and Claude Code for real software work in 2026, with a focus on visual coding, engineering depth, and cost.
Best Free AI Coding Model for Real Flutter Work? A PDF Splitting Test
A third-party review of free AI coding models on a real Flutter PDF splitting task. See why Kimi 2.5 ranked first and what this test reveals about AI code generation with layered package docs.
How We Use Claude Code on Real Client Work: Part 1
Part 1 of our Claude Code workflow: why we plan first, document decisions, and implement in smaller reviewable slices.
How We Use Claude Code on Real Client Work: Part 2
Part 2 of our Claude Code workflow: reviews, automation, reusable scripts, and the systems that make AI-assisted development reliable.
Spec-Driven Development: Taming Chaos in Agency Builds
Why agency teams are moving to spec-driven development to reduce scope drift, speed up delivery, and keep backend, frontend, and client teams aligned.
Composer 2 vs Kimi K2.5: How Two AI Coding Models Stack Up in 2026
A detailed comparison of Cursor's Composer 2 and Moonshot AI's Kimi K2.5 — covering benchmarks, pricing, multimodal capabilities, and which model fits your development workflow.
A Disciplined Cursor Workflow for Complex Backend Systems
How our engineering team structures AI-assisted development using a multi-model workflow that prioritizes clarity, cost control, and execution reliability.
How Our Developers Maximize Cursor AI Usage for 10x Productivity
Learn how our engineering team optimizes Cursor AI usage to boost developer productivity, reduce token limits, and ship faster with smarter AI-assisted coding workflows.
AI Agents in the Enterprise: A Practical Guide for 2026
How forward-thinking companies are deploying AI agents to automate operations, reduce costs, and unlock new capabilities — without the hype.
RPA vs. AI-Powered Automation: When to Use Which
Traditional RPA and AI-driven automation serve different purposes. Here's a framework for choosing the right approach for your business processes.
The State of Mobile App Development in 2026
Cross-platform frameworks have matured. Native still has its place. Here's how to make the right architecture decision for your next mobile project.