Insights & Ideas
Technical insights, industry perspectives, and engineering best practices from our team.
2026-03-09 · 10 min read
RAG vs Fine-Tuning in 2026: Which One Does Your AI Product Actually Need?
Most teams pick the wrong approach and waste months. Here's a plain-language decision framework for CTOs and founders — when to use RAG, when to fine-tune, and when to use both.
2026-03-02 · 9 min read
How AI Agents Are Replacing Traditional Web Dev Workflows in 2026
AI agents aren't replacing developers — they're replacing the repetitive workflows that slow developers down. Here's exactly which workflows are being automated, which still need humans, and how to wire agents into your delivery pipeline.
2026-01-08 · 9 min read
Jira Forge vs Connect: Which Platform Should You Build Your App On? (2026 Update)
A developer's comparison of Atlassian Forge and Connect for building Jira Marketplace apps in 2026 — covering architecture, deployment, security, and when each platform wins.
2025-12-10 · 10 min read
Next.js vs Remix in 2025: Which Framework Should You Choose?
A practical comparison of Next.js and Remix for production web applications in 2025 — covering performance, developer experience, routing, data loading, and when to pick each.
2025-11-15 · 12 min read
How to Build Agentic AI Workflows: A Production Guide for 2025
Learn how to design and deploy agentic AI workflows that automate complex multi-step tasks — from architecture decisions to production pitfalls. A practical guide for engineering teams.
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