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Day 13 of building OrderHub in the open. We have a monolith with real persistence, validation, exception handling, OpenAPI docs, and a Redis cache. Today we add the thing that keeps all of that standing up when someone points a firehose at it: a rate limiter. The problem is simple to state. Without
Mom’s Belief is a for-profit social enterprise focused on children with neurodevelopmental disorders. Its parent-as-co-therapist model trains parents to actively support their child’s development.
I’ve been thinking about how teams measure latency for LLM API calls in production. A lot of dashboards seem to start with one number: total response time. That is useful, but I’m finding it too blunt. Two requests can both take 20 seconds and feel completely different: one starts streaming tokens a
Mental health chatbots all share the same limitation: the user has to reach out first. That is not always easy when someone is stressed, anxious, or unable to articulate how they feel. Researchers at the University of Ottawa are building an AI assistant called UbiMyTherapist that flips the model. It
Hi everyone, I’m plasma. I’m based in Silicon Valley and work in developer advocacy, mostly around AI APIs and developer tools. I started out as an indie developer, so I’m especially interested in the practical side of building AI products: choosing models, managing costs, building agents and automa
If your team has any custom Atlassian Cloud admin automation — IdP sync, SCIM glue, lifecycle scripts, group provisioning — it almost certainly hits at least one of the eleven endpoints under /admin/v1/orgs/{orgId}/.... After June 30, 2026, those endpoints are gone. Atlassian announced the v1 sunset
Agents Don't Replace APIs. They Expose How Weak Most APIs Already Are There is a growing narrative that AI agents, often coupled with things like Model Context Protocol, will replace APIs. It is easy to see why that idea has taken hold. Agents can discover tools, reason about which one to call, and
The problem I kept hitting What I built The benchmark result How the architecture works The multi-agent namespace pattern task-abc.shared ← readable and writable by all agents def researcher(task, own_ns, shared_ns): def executor(task, own_ns, shared_ns): pipeline = MultiAgentPipeline( LangChain dro
