6 min read
Turning an AGPL panel into a product, in public
What it actually takes to fork an open-source project into something with its own name — the telemetry, the revenue placements, the naming, and the parts that went wrong.
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Blog
Blog
Notes on running self-hosted AI agents without losing money or leaking your data.
5 min read
Why your model bill creeps up every month
Agents do not bill like chatbots. Heartbeats, growing context, retries and cache misses each cost almost nothing per call and a lot per month. Here is where the money actually goes.
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6 min read
Your AI agent is probably reachable from the internet
Self-hosted agent gateways default to convenient bindings, not safe ones. Here is how the exposure happens, why nothing warns you, and how to check yours in a few minutes.
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4 min read
A security checklist for self-hosted AI agents
Fourteen checks across network exposure, authentication, tool permissions, secrets and cost — with the command or setting for each, ordered by what actually reduces risk.
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