Hello, this is Sergei.
I’ve been thinking about a trend that might become very real in the AI era.
What if most of the tools we use were local? Again.
With AI as a coding assistant, it’s getting easier to build small tools quickly. Not full-scale replacements for big platforms, but something good enough for a specific workflow or team. And when you build it yourself, both the software and the data are yours.
You run it locally. Your team uses it locally. All you really need is a small machine — a Mac Mini, a simple server, a Raspberry Pi.
In that scenario, we rely less on cloud SaaS and more on our own stack of tools built exactly for how we work.
CMS, CRM, project management, BI dashboards, internal personal AI assistants, communication tools — many of these could exist as small local systems.
New on AI For Newsroom this week
Stories, guides, initiatives, and signals we surfaced in this issue.
How Journalists Can Make AI Work for Them
Tuki
Archive.ire.org
Sand in the gears for humans-in-the-loop
How I Taught AI to Catch Fakes I Can't See
AI Rewrites Journalism
The Lenfest Institute 2025 Impact Report
AI surfacing is messy: Data shows publisher visibility and traffic often misalign
Understanding AI transparency: What research says about labelling deepfakes and synthetic content
Why I Write With AI
InPress
OrtiBot
How We Deployed AI Agents to Navigate One of Europe’s Largest Criminal Investigations
Webinar: Thinking about launching a news chatbot ? Hear from early adopters
The 3:00 AM Sovereign: When the Newsroom Breaks Out
The Top 100 Gen AI Consumer Apps — 6th Edition
AI evals platforms: A comparative guide for production AI systems
Do you use generative AI to write stories?
Google's AI Overviews Are Devouring Media Traffic
38% of AI Overview Citations Pull From Top 10 Pages
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