Releasesby GlyphDify 1.19.0 - Trace Your Workflows, Layer by Layer
Dify 1.19.0 brings nested workflow tracing to your observability tools. Follow a workflow into the Workflow Tools it calls, inspect the steps inside each invocation, and keep the LLM context alongside the execution tree.
Also shipped Nov 4, 2026Dify in November 2026 →
[Launched] Generally Available: Azure Database for PostgreSQL stable REST API version 2026-10-01
The Azure Database for PostgreSQL Flexible Server REST API version 2026-10-01 is now generally available, introducing new capabilities for maintenance, immutable backups, and encryption.
Analytics API (Public preview): report on the health of the data behind your agents, from your AI tool
The Monte Carlo Analytics API is now in public preview, allowing users to query data health, alert status, and cost metrics directly from AI tools via the Monte Carlo MCP server.
Twice the included embedding tokens through December 31
Pinecone is doubling the included monthly embedding tokens for Starter and Builder organizations through December 31, 2026.
Gemini Enterprise: Switch between teams in the mobile app
The Gemini Enterprise mobile app now supports switching between multiple teams without re-authentication, and allows renaming or removing teams from the list.
Compare AI agent changes with Online Experiments in Agent Observability
Datadog Online Experiments allows engineers to test AI agent changes against production traffic. It enables comparison of response quality, cost, latency, and error rates.
Postmortems End of Life Completed
The Postmortems feature has been retired in favor of the upgraded Post-Incident Reviews in the PagerDuty web UI.
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Dify 1.18.0 , Smarter Agent Routing, Portable Apps, Deeper Workflow Visibility
Dify 1.18.0 introduces agent workflow routing, portable app packages, and improved visibility into nested workflow runs.
Dify 1.17.1 - Bug Fixes and Improvements
Warning Self-hosted deployments using the bundled Weaviate must complete a manual, staged upgrade before starting 1.17.1. The bundled Weaviate server moves from 1.27.0 to 1.39.2 , 12 minor versions , and skipping minors is unsupported . Pulling and restarting can silently and permanently break vector search. See Upgrade Guide below.
Dify 1.17.0
New Features Agent: E2B Sandbox, Home Snapshots, and Skill Management E2B sandbox backend : agent shell/code execution can now run on E2B cloud sandboxes in addition to the local sandbox.
Dify 1.16.1 - Bug Fixes and Security Enhancements
New Features Tool Multi-Select Input Workflow tool nodes now support multi-select dropdown inputs, allowing users to choose multiple values from a predefined list when configuring tool parameters.
Dify 1.16.0
Introducing Dify Agent (Beta) : A New Agent Experience in Dify Warning You should provide Dify Agent services ⚠️ only to trusted, non-malicious users ⚠️ . As many of you know, the shell-based LLM agent paradigm has brought a major leap in agent capabilities and changed how we think about agents.
Dify 1.15.0
Dify 1.15.0 Release Note UX & UI Enhancements Redesigned landing / onboarding for an easier first-run experience ( #37433 , #37844 , #37800 ) Faster navigation , improved "go to anything" palette and autofocused search inputs ( #32130 , #37175 ) Safer deletes , one-click confirmation before removing an app ( #37263 ) Cleaner workflow editor with collapsible...
Dify 1.13.3
🚀 What's New in v1.13.3? Our latest patch release, v1.13.3, focuses on stability and correctness across workflow execution, streaming, and knowledge retrieval. Here's a quick look at the most important updates: 🎬 New Features Workflow Configuration : Added variable-reference support for model parameters in LLM, Question Classifier, and Variable Extractor...
Dify 1.14.2 - Security fixes, agent groundwork, workflow reliability, and deployment updates
🚀 What's New in v1.14.2? v1.14.2 is a patch release focused on security hardening, workflow and knowledge reliability, observability fixes, agent groundwork, and deployment/runtime tuning after v1.14.1.