From Community Posts to Shipping Code: Building a Developer Knowledge Loop with Qiita, Zenn, and GitHub Discussions
A concrete operating model for turning community signal into backlog decisions, experiments, and measurable releases.
#community
5 articles
Bluesky Funding and AT Protocol Momentum: Federation Lessons for Product Teams
Operational guidance for bluesky funding and at protocol momentum: federation lessons for product teams in enterprise engineering organizations.
Designing Bot-Resistant Community Platforms in the Generative AI Era
As AI bots overwhelm social platforms, engineering teams need layered trust architecture, adaptive rate controls, and user-preserving moderation economics.
AI Impersonation and Fake Tool Sites: Building a Defense Program for 2026
A cross-functional program to detect and contain fake AI tool phishing campaigns targeting employees, developers, and customers.
An OSS Maintainer Playbook for AI-Generated Pull Requests
How maintainers can accept useful AI-assisted contributions while protecting project quality, trust, and reviewer capacity.