[Product changelog]
What's new in AxonOps
We ship improvements biweekly—full changelog of updates, fixes, and breaking changes.
[Product Features]
Product Changelog
New Features
Streaming tool responses — long-running tools can stream partial results back to the agent in real-time
Agent memory snapshots — save and restore complete agent memory state across sessions
Natural language tool definitions — define tools in plain English, SDK generates schemas automatically
Built-in rate limiting with exponential backoff — no more manual retry logic in your code
Multi-agent handoff protocol v2 — agents can now transfer context and task ownership with zero latency
Improvements
40% faster cold-start times across all agent types
Reduced context window overhead by 22% through better compression
Dashboard now shows real-time execution traces without page refresh
SDK error messages now include actionable suggestions and doc links
Bug Fixes
Streaming tool responses — long-running tools can stream partial results back to the agent in real-time
Agent memory snapshots — save and restore complete agent memory state across sessions
Natural language tool definitions — define tools in plain English, SDK generates schemas automatically
Built-in rate limiting with exponential backoff — no more manual retry logic in your code
Multi-agent handoff protocol v2 — agents can now transfer context and task ownership with zero latency
Bug Fixes
Fixed memory leak in long-running agents with persistent context
Improved error messages for tool failures — now includes stack trace and tool input
OpenTelemetry 1.4 compatibility — all existing instrumentation code is forward-compatible
Fixed race condition in parallel tool execution that could cause dropped results
New Features
Agent governance controls — set hard limits on what tools agents can call and with what parameters
Real-time audit log streaming via WebSocket and Server-Sent Events
Go SDK v1.0 released — production-ready with full feature parity with Python and TypeScript SDKs
Batch execution API — trigger multiple agent tasks in a single API call with shared context
Improvements
Python SDK now uses async-first patterns by default
Context compression improved — fit 40% more history in the same token budget
New dashboard analytics: agent efficiency scores and tool usage heatmaps
New Features
Multi-modal agent inputs — pass images, PDFs, and structured data alongside text prompts
50 new pre-built integrations including Confluence, ServiceNow, and Workday
Agent templates marketplace — share and clone agent configurations within your organization
SCIM provisioning support for Enterprise SSO setups
Breaking Changes
Python SDK now uses async-first patterns by default
Context compression improved — fit 40% more history in the same token budget
New dashboard analytics: agent efficiency scores and tool usage heatmaps
[version]
Upgrading between versions?
We publish comprehensive migration guides for every major release.
v1 → v2 Migration Guide
Step-by-step instructions with code examples for every changed behavior.
Read guide
Read guide
