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Unveiling MLHBDApp New: The Next Generation of Developer Engagement

By the Platform Engineering Team

5️⃣ New Features in v2.3 (Released 2026‑02‑15)

| Feature | What It Does | How to Enable | |---------|--------------|---------------| | AI‑Explainable Anomalies | When a metric exceeds a threshold, the server calls an LLM (OpenAI, Anthropic, or local Ollama) to produce a natural‑language root‑cause hypothesis (e.g., “Latency spike caused by GC pressure on GPU 0”). | Set MLHB_EXPLAINER=openai and provide OPENAI_API_KEY in env. | | Live‑Query Notebooks | Embedded Jupyter‑Lite environment in the UI; you can query the telemetry DB with SQL or Python Pandas and instantly plot results. | Click Notebook → “Create New”. | | Teams & Slack Bot Integration | Rich interactive messages (charts + “Acknowledge” button) sent to your chat channel. | Add MLHB_SLACK_WEBHOOK or MLHB_TEAMS_WEBHOOK. | | Plugin SDK v2 | Write plugins in Python (for backend) or TypeScript (for UI widgets). Supports hot‑reload without server restart. | mlhbdapp plugin create my_plugin. | | Improved Security | Role‑based OAuth2 (Google, Azure AD, Okta) + optional SSO via SAML. | Set To create content for mlhbdapp new , it's

: It is often distributed and supported through community groups, such as on Facebook, where admins provide the latest functional links for the alternatives like MLWBD? mlwbd.is Competitors - Top Sites Like mlwbd.is - Similarweb | | Teams & Slack Bot Integration |