Neotask gives you full observability over every AI agent run - trace what happened, debug why it failed, and fix problems before they affect your users.
Production AI incidents get resolved faster - your agent pulls complete traces and spans the moment something breaks, so you diagnose root cause in minutes not hours
Agent performance is monitored continuously - automatically surface slow runs, failed sessions, and unexpected outputs without building custom dashboards
Debug multi-agent workflows end-to-end - trace every hop across agent handoffs and identify exactly where a complex pipeline went wrong
What You Can Do
The AgentOps integration gives Neotask 6 observability actions across two server variants - a remote Node.js server for trace/span retrieval and a local Python server for session listing and detail views.
Trace Management
get_trace - fetch a complete trace by ID, including timing, model calls, and tool invocations
get_complete_trace - retrieve the full trace tree with all nested spans for deep inspection
get_span - drill into a specific span within a trace for granular timing and payload data
Session Listing
list_traces - enumerate recent agent sessions filterable by status, model, and time range
trace_detail - pull a detailed breakdown of a specific session including error context
Authentication
auth - authenticate with your AgentOps workspace before querying trace data
Every action runs autonomously or requires your approval - you decide.
Try Asking
"What traces failed in the last 24 hours? Show me the error messages"
"Pull the complete trace for session abc123 - I need to see every span"
"List all agent sessions from yesterday that took more than 30 seconds"
"Get me the span details for the tool call that timed out in trace xyz789"
"Which sessions had the highest token usage this week?"
Pro Tips
Pair AgentOps with your alerting integration so your agent automatically pages you when error rates spike above a threshold
Schedule a daily trace audit: your agent reviews failures from the previous day and summarizes patterns before your morning standup
Use approval gates when pulling large trace payloads - review before storing them in external systems
For multi-agent teams, use AgentOps traces to verify that your orchestration logic is working as designed, not just that individual agents completed
Multiple workspaces and capacity for larger teams.
Works Well With
Google Slides - Connect AgentOps to Google Slides with Neotask. Turn AI agent monitoring data into automated presentations for LLM obser...
Microsoft Teams - Connect AgentOps and Microsoft Teams with Neotask to monitor AI agents, get real-time alerts, and collaborate on LLM wor...
Whisper API - Connect Brevo and Google Slides with Neotask to automatically turn email campaign analytics into polished marketing repo...
More Developer Tools Integrations
Context7 - Neotask keeps your agent's library knowledge current through Context7 - resolving package IDs and fetching up-to-date documentation so your agents code with today's APIs, not yesterday's.
AWS - Neotask automates your AWS EKS operations - managing clusters, troubleshooting infrastructure, and maintaining IAM policies so your Kubernetes runs reliably.
Google Compute Engine - Compute Engine is where a lot of infrastructure actually lives, and this connection gives Neotask real control over it: creating…
Nango - Neotask executes your Nango-connected actions automatically - triggering any integration action your team has configured across 300+ APIs through a single agent interface.
Buildable - Neotask drives your Buildable AI-powered project management - automatically picking up tasks, tracking progress, completing work, and keeping your development momentum going without manual status updates.
Drata - Neotask makes compliance monitoring conversational - letting your agents query Drata for controls, risks, policies, and monitor test results without leaving your workflow.