TECHNICAL + EDITORIAL
Useful thinking for systems that need to work.
Four launch essays for product, engineering, and operations leaders making practical architecture decisions. No trend summaries, invented statistics, or padded publishing calendar.
04
RESEARCH-BACKED
LAUNCH ARTICLES
LAUNCH COLLECTION
Start with the decision in front of you.
01↗02↗03↗04↗
Product engineering · 8 min read
Adding AI to an Existing SaaS Product: Where to Start
A practical way to find the right insertion point without rebuilding the product around a model.MCP · 9 min read
MCP Servers: Connecting Existing Software to AI
What a Model Context Protocol server does, where it fits, and what production integration still requires.Architecture · 10 min read
RAG, Tool Use, or Fine-Tuning? Choosing the Right Approach
Start with the behavior the system needs, then choose the smallest architecture that supports it.Production systems · 9 min read
From AI Prototype to Production: What Actually Changes
The work that begins when a promising demo meets permissions, evaluation, failure, cost, and real users.NEXT STEP
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