Managed Agents Pulse
A live developer-conversation tracker for Anthropic's Managed Agents API — scheduled scrape, categorization, and dashboard showing what early adopters are actually asking for.
The problem
Anthropic shipped the Managed Agents API on April 10, 2026. I wanted a live read of what developers were saying about it — not a one-shot survey, but a standing feed a PM could open every morning and see what shifted overnight.
My hypothesis
If I built a scheduled agent that watched public developer forums for Managed Agents posts, categorized them into four buckets (Momentum, Friction, Use Case, Feature Request), and rendered the result as a dashboard, I'd have a PM listening tool that got sharper every week the API was live.
What I built
A dark-mode dashboard at schlacter.me/managed-agents-pulse backed by a scheduled agent that scrapes public forums, categorizes posts, and writes run summaries to a public GitHub repo (hbschlac/build-log). The dashboard pulls the latest runs, shows headline stats, and renders category breakdowns. Every post is linked to its source.
What broke
The API launched April 10, 2026 — the corpus was thin for the first few weeks, and the dashboard said so: 'Collecting data — check back as the conversation builds.' Early-adopter signal is loud but unrepresentative; I was explicit that this is directional, not a verdict.
What I learned
A live listening tool beats a static memo for anything evolving. The cost is maintenance — scheduled jobs fail silently if you're not watching. The win is compounding signal: by week four, you have month-over-month deltas no survey can produce.
If I kept going
Widen the sources beyond Reddit/HN — Discord, X, Anthropic's forum itself. Add a 'Shipped vs. Requested' module comparing developer asks against Anthropic's API changelog. Alert if a new post matches a high-priority theme (e.g., rate limits, pricing) within 10 minutes of being posted.
Prototype
Dark-mode dashboard: live developer pulse on Anthropic's Managed Agents API.
Category breakdowns — Momentum, Friction, Use Case, Feature Request.
Every post links to its source forum.