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    <title>Future AGI Changelog</title>
    <link>https://futureagi.com/changelog</link>
    <description>Weekly product updates from Future AGI - new features, improvements, and fixes.</description>
    <language>en-us</language>
    <lastBuildDate>Thu, 15 Oct 2026 07:39:21 GMT</lastBuildDate>
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    <item>
      <title><![CDATA[Simulate your agents in an Environment: up to 1,000 realistic scenarios from one chat, then debug failures goal by goal]]></title>
      <link>https://futureagi.com/changelog/2026-w40</link>
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      <pubDate>Tue, 13 Oct 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Build a simulation environment for your voice or chat agent from its GitHub repository, from uploaded code, or from a Vapi or Retell AI agent, then run it all from one chat: up to 1,000 scenarios with simulated users who sound like real people, scoring against each conversation's sub-goals and as many system or custom evals as you need, and a Debug failures view that shows which goals your agent broke and how. Also this fortnight: a deeper Error Feed that groups failures by their real defect, Claude-format requests routed to Gemini on Google Vertex AI, a lighter self-hosted setup with a signed Helm chart, and more.]]></description>
      <category>simulate</category>
      <category>monitor</category>
      <category>api</category>
      <category>agents</category>
      <category>platform</category>
    </item>
    <item>
      <title><![CDATA[Simulate voice and chat agents in a rich environment, buy Future AGI on Google Cloud Marketplace, and outbound Retell voice simulation]]></title>
      <link>https://futureagi.com/changelog/2026-w38</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w38</guid>
      <pubDate>Tue, 15 Sep 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Point Future AGI at your agent's code and it builds a full simulation environment with real tool calls, deterministic evals, and an agent-as-judge. Future AGI is now on Google Cloud Marketplace, so you can buy it through your Google Cloud account and have the spend count toward your commitment where your agreement allows. Outbound Retell voice agents can now be simulated and observed through the Agent Learning Kit, Retell calls are captured into Observe by polling, a fired alert opens its own traces, and more.]]></description>
      <category>simulate</category>
      <category>platform</category>
      <category>monitor</category>
      <category>evaluate</category>
      <category>api</category>
      <category>agents</category>
    </item>
    <item>
      <title><![CDATA[Richer AI Gateway traces, full gateway coverage for the Anthropic and Google GenAI SDKs, seven insurance-agent evals, and a wave of Observe polish]]></title>
      <link>https://futureagi.com/changelog/2026-w36</link>
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      <pubDate>Sun, 06 Sep 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[AI Gateway traces now carry your caller metadata, request-body fields, and allowlisted headers as span attributes, and calls made with the Anthropic SDK or Google GenAI SDK get the same traces, cost attribution, budgets, and rate limits as OpenAI-format calls. Anthropic server tools work through the OpenAI-format endpoint, seven insurance-agent system evals join the catalog, the Error Feed labels each cluster by source, and more.]]></description>
      <category>api</category>
      <category>evaluate</category>
      <category>monitor</category>
      <category>agents</category>
      <category>platform</category>
    </item>
    <item>
      <title><![CDATA[Send AI Gateway traces to any OpenTelemetry backend, voice agents over WebRTC, and simulations from your own harness]]></title>
      <link>https://futureagi.com/changelog/2026-w34</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w34</guid>
      <pubDate>Sun, 23 Aug 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[The AI Gateway can now export its traces over OTLP/HTTP to any backend you configure, with the request and response attached when you opt in. Voice agents run as web calls over WebRTC, simulations from the Simulate SDK and Agent Learning Kit post back into Future AGI, enterprise code joins the open-source repository, Error Feed clustering gets sharper, and more.]]></description>
      <category>api</category>
      <category>simulate</category>
      <category>platform</category>
      <category>monitor</category>
      <category>evaluate</category>
    </item>
    <item>
      <title><![CDATA[A Root-Cause Analysis Agent for Error Feed, Observe Loads 50 to 70% Faster, and Claude 5 and the Gemini 3 Family]]></title>
      <link>https://futureagi.com/changelog/2026-w32</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w32</guid>
      <pubDate>Tue, 04 Aug 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Error Feed gets a root-cause analysis agent that investigates a failing cluster on its own and lays out the likely cause. Observe load times drop by 50 to 70% on high-volume projects, the newest Claude 5 and Gemini 3 models are live across evaluations and the AI gateway, and editing a custom eval's prompt now saves and runs a new version. Plus custom date ranges, a Users CSV export, read-only access for the Viewer role, Bland.ai voice support across Simulate and Observe, and a larger dataset upload limit.]]></description>
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    </item>
    <item>
      <title><![CDATA[Perplexity ships Sonar and gpt-5.1 to self-hosted Future AGI, plus polish across Evals, Observe, and Platform]]></title>
      <link>https://futureagi.com/changelog/2026-w24</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w24</guid>
      <pubDate>Mon, 08 Jun 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Straight from Perplexity. The team sent a PR into the open-source Future AGI repo with first-party support for every current Perplexity model on self-host. Plus a new customer-agent task-completion eval, faster audio eval runs when there's no feedback to retrieve, filter and column fixes across Observe, and a pricing and usage page that renders correctly.]]></description>
      <category>api</category>
      <category>evaluate</category>
      <category>monitor</category>
      <category>platform</category>
    </item>
    <item>
      <title><![CDATA[Evals on Traces and Sessions, Configurable Eval Context, and Polish Across Evals, Observe, and Simulate]]></title>
      <link>https://futureagi.com/changelog/2026-w22</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w22</guid>
      <pubDate>Mon, 25 May 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Every eval type (LLM-as-Judge, Code, and Agent) can now score at every level: spans, traces, and sessions. Eval setup also gets simpler: turn on context injection and skip variable mapping entirely. The eval reads the context on its own. Plus two new conversation evals: Dead Air Detection (a Code eval at zero LLM cost) and Conversation Hallucination. Plus eval inputs up to 200K characters, partial inputs as warnings, custom dotted paths in mapping, span-level fields and API columns, and polish across Observe and Simulate.]]></description>
      <category>evaluate</category>
      <category>monitor</category>
      <category>simulate</category>
      <category>api</category>
    </item>
    <item>
      <title><![CDATA[Self-Host in One Command, Jinja2 Prompts, and Polish Across Evals and Observability]]></title>
      <link>https://futureagi.com/changelog/2026-w20</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w20</guid>
      <pubDate>Mon, 11 May 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Self-host Future AGI in one command with pre-built images and a Windows installer. Prompts add Jinja2 alongside Mustache. Plus Request Explorer and polish.]]></description>
      <category>platform</category>
      <category>monitor</category>
      <category>evaluate</category>
      <category>api</category>
    </item>
    <item>
      <title><![CDATA[Evals Revamp, Experiment V2, Observe Revamp, and Error Feed]]></title>
      <link>https://futureagi.com/changelog/2026-w18</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w18</guid>
      <pubDate>Mon, 27 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[130+ ready-made evals that pull live web data and call your tools for scoring. Agent-level experiments. Plain-English Observe filters. Clustered errors.]]></description>
      <category>evaluate</category>
      <category>monitor</category>
      <category>platform</category>
      <category>api</category>
    </item>
    <item>
      <title><![CDATA[Voice AI Production-to-Simulation, Annotation Queue Assignment, and API Docs Improvements]]></title>
      <link>https://futureagi.com/changelog/2026-w16</link>
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      <pubDate>Mon, 13 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Turn any live voice call into a simulation test case, manually assign annotation queue items, and navigate API docs with full context on a single page.]]></description>
      <category>simulate</category>
      <category>api</category>
      <category>evaluate</category>
    </item>
    <item>
      <title><![CDATA[Falcon AI and 4x Faster Frontend]]></title>
      <link>https://futureagi.com/changelog/2026-w14</link>
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      <pubDate>Mon, 30 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Falcon AI: context-aware assistant that debugs traces, scaffolds simulations, drafts evals. Plus 4x faster frontend, ClickHouse Replicated, LiveKit voice.]]></description>
      <category>platform</category>
      <category>simulate</category>
      <category>monitor</category>
    </item>
    <item>
      <title><![CDATA[Custom Dashboards, MCP Server, 2FA with Passkeys, and Annotation Queues]]></title>
      <link>https://futureagi.com/changelog/2026-w12</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w12</guid>
      <pubDate>Mon, 16 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Drag-and-drop dashboard builder, an MCP server that puts Future AGI in your IDE, 2FA with passkeys, full Annotation Queue workflows, and a rebuilt ACC.]]></description>
      <category>platform</category>
      <category>sdk</category>
      <category>evaluate</category>
      <category>monitor</category>
      <category>simulate</category>
    </item>
    <item>
      <title><![CDATA[Agent Command Center, Agent Playground, and ClickHouse Migration]]></title>
      <link>https://futureagi.com/changelog/2026-w10</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w10</guid>
      <pubDate>Mon, 02 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Agent Command Center: routing, guardrails, fallbacks, per-key cost controls. Agent Playground: visual multi-step graph builder. Plus ClickHouse migration.]]></description>
      <category>platform</category>
      <category>agents</category>
      <category>monitor</category>
      <category>evaluate</category>
      <category>guard</category>
      <category>api</category>
    </item>
    <item>
      <title><![CDATA[ai-evaluation 1.0, Deep Space Theme, Multi-Language SDKs, and Multimodal Workbench]]></title>
      <link>https://futureagi.com/changelog/2026-w08</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w08</guid>
      <pubDate>Mon, 16 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[ai-evaluation SDK 1.0: unified evaluate API, multimodal judge, 72+ metrics. Deep Space dark mode. C#/Java SDKs + 31 TS instrumentors. Multimodal Workbench.]]></description>
      <category>evaluate</category>
      <category>platform</category>
      <category>sdk</category>
      <category>simulate</category>
      <category>monitor</category>
    </item>
    <item>
      <title><![CDATA[Simulate from Prompt Workbench, Voice Annotations, and Agent Health for Voice Agents]]></title>
      <link>https://futureagi.com/changelog/2026-w06</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w06</guid>
      <pubDate>Mon, 02 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Launch simulations without leaving the Prompt Workbench, annotate voice calls with structured human feedback, and extend Agent Compass health to voice.]]></description>
      <category>simulate</category>
      <category>evaluate</category>
      <category>monitor</category>
      <category>platform</category>
      <category>api</category>
    </item>
    <item>
      <title><![CDATA[Baseline Chat Comparison, Fix My Agent Polish, and OpenTelemetry Instrumentation]]></title>
      <link>https://futureagi.com/changelog/2026-w04</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w04</guid>
      <pubDate>Mon, 19 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Baseline chat comparison wires production conversations into simulation as the fastest path to reproducible tests. Plus Fix My Agent, OTel, image outputs.]]></description>
      <category>simulate</category>
      <category>agents</category>
      <category>platform</category>
      <category>evaluate</category>
      <category>sdk</category>
    </item>
    <item>
      <title><![CDATA[Chat Simulation via Observe, Pre-Built Evaluation Groups, and Fix My Agent for Chat]]></title>
      <link>https://futureagi.com/changelog/2026-w02</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2026-w02</guid>
      <pubDate>Mon, 05 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Launch chat simulations directly from real production conversations, 10 ready-to-use evaluation groups with no configuration, and Fix My Agent for chat.]]></description>
      <category>simulate</category>
      <category>evaluate</category>
      <category>agents</category>
      <category>platform</category>
      <category>api</category>
    </item>
    <item>
      <title><![CDATA[Chat Simulation V1, Agent Prompt Optimiser, and Reliability Upgrades]]></title>
      <link>https://futureagi.com/changelog/2025-w52</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w52</guid>
      <pubDate>Mon, 22 Dec 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Simulation for text chat agents, a six-strategy automated prompt optimiser, selective optimisation against specific calls, and resilience on restarts.]]></description>
      <category>simulate</category>
      <category>agents</category>
      <category>platform</category>
      <category>evaluate</category>
      <category>monitor</category>
    </item>
    <item>
      <title><![CDATA[Fix My Agent, Persona Management Suite, and JSON Input/Output in Sessions]]></title>
      <link>https://futureagi.com/changelog/2025-w50</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w50</guid>
      <pubDate>Mon, 08 Dec 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Context-aware debugging that explains why a simulation failed and how to fix it, full lifecycle for personas, structured JSON sessions, Optimiser backend.]]></description>
      <category>agents</category>
      <category>simulate</category>
      <category>platform</category>
      <category>evaluate</category>
      <category>monitor</category>
    </item>
    <item>
      <title><![CDATA[Multi-Branch Scenarios, Custom Background Noises, and Critical-Issue Feed in Simulate]]></title>
      <link>https://futureagi.com/changelog/2025-w48</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w48</guid>
      <pubDate>Mon, 24 Nov 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Scenarios that branch into multiple conversation paths, ambient noise profiles that push simulations closer to production, and a critical-issue feed.]]></description>
      <category>simulate</category>
      <category>agents</category>
      <category>evaluate</category>
      <category>platform</category>
      <category>monitor</category>
    </item>
    <item>
      <title><![CDATA[Simulation Call Observability, Retell and Outbound Calls in Simulate, Tool Evaluation]]></title>
      <link>https://futureagi.com/changelog/2025-w46</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w46</guid>
      <pubDate>Mon, 10 Nov 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Logs, latency, cost on every simulation call. Retell agents, outbound calling, tool-level verification in Simulate. Plus editable personas and Run Prompt.]]></description>
      <category>simulate</category>
      <category>evaluate</category>
      <category>monitor</category>
      <category>api</category>
      <category>platform</category>
    </item>
    <item>
      <title><![CDATA[Credit Usage Revamp, Multi-Language Agents, and New TTS Providers]]></title>
      <link>https://futureagi.com/changelog/2025-w44</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w44</guid>
      <pubDate>Mon, 27 Oct 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Workspace credit attribution, a 3-step guided agent builder with multi-language, rebuilt Prompt Workbench with commit history, and 4 new TTS providers.]]></description>
      <category>platform</category>
      <category>agents</category>
      <category>simulate</category>
      <category>sdk</category>
    </item>
    <item>
      <title><![CDATA[ai-evaluation SDK v0.1.5, Personas, and Run-Prompt Enhancements]]></title>
      <link>https://futureagi.com/changelog/2025-w42</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w42</guid>
      <pubDate>Mon, 13 Oct 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[ai-evaluation SDK launches with 50+ templates. Pre-built and custom personas come to simulation, with dataset-derived personas from real call transcripts.]]></description>
      <category>sdk</category>
      <category>simulate</category>
      <category>evaluate</category>
      <category>platform</category>
      <category>agents</category>
    </item>
    <item>
      <title><![CDATA[Voice Observability for Vapi, Retell, and ElevenLabs; Eval Groups in Experiments; Simulate via SDK]]></title>
      <link>https://futureagi.com/changelog/2025-w40</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w40</guid>
      <pubDate>Mon, 29 Sep 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Observability ships for three voice platforms at once. Evaluation groups integrate with experiments and optimization. Call Simulation now SDK-triggerable.]]></description>
      <category>monitor</category>
      <category>evaluate</category>
      <category>sdk</category>
      <category>simulate</category>
      <category>platform</category>
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    <item>
      <title><![CDATA[Automated Scenario Builder, Agent Definition Versioning, and Simplified Session Tracking]]></title>
      <link>https://futureagi.com/changelog/2025-w38</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w38</guid>
      <pubDate>Mon, 15 Sep 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Upload an SOP or call transcript to auto-generate test scenarios with edge cases. Commit-style version control for agents. Session observability per span.]]></description>
      <category>simulate</category>
      <category>agents</category>
      <category>monitor</category>
      <category>evaluate</category>
      <category>platform</category>
    </item>
    <item>
      <title><![CDATA[Agent Compass, Annotation Quality Dashboard, and Enterprise Multi-Workspace Security]]></title>
      <link>https://futureagi.com/changelog/2025-w36</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w36</guid>
      <pubDate>Mon, 01 Sep 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Zero-config performance insights on agent traces, statistical dashboards for annotator agreement, and multi-workspace isolation with audit logging.]]></description>
      <category>agents</category>
      <category>evaluate</category>
      <category>platform</category>
      <category>monitor</category>
      <category>simulate</category>
    </item>
    <item>
      <title><![CDATA[Summary Dashboards, Alerts Revamp, Prompt SDK, and Workspaces RBAC]]></title>
      <link>https://futureagi.com/changelog/2025-w34</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w34</guid>
      <pubDate>Mon, 18 Aug 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Redesigned summary dashboards with new chart types and side-by-side compare, a rebuilt alerts system, Prompt SDK upgrades, and RBAC workspace access.]]></description>
      <category>monitor</category>
      <category>sdk</category>
      <category>platform</category>
      <category>evaluate</category>
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    <item>
      <title><![CDATA[Document Columns, Function Evaluations, and Async Evals via SDK]]></title>
      <link>https://futureagi.com/changelog/2025-w32</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w32</guid>
      <pubDate>Mon, 04 Aug 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Upload documents into datasets with built-in OCR, write deterministic function evals for objective checks, and run evaluations async from the SDK.]]></description>
      <category>platform</category>
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      <category>evaluate</category>
      <category>sdk</category>
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    <item>
      <title><![CDATA[Voice Simulation and the Evals Playground]]></title>
      <link>https://futureagi.com/changelog/2025-w30</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w30</guid>
      <pubDate>Mon, 21 Jul 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[AI-conducted phone calls test voice agents end-to-end. Plus an interactive sandbox for evaluations in real time, with inline scoring on any trace span.]]></description>
      <category>simulate</category>
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      <category>platform</category>
      <category>sdk</category>
    </item>
    <item>
      <title><![CDATA[System Metrics in Observe, Multimodal Bedrock Tracing, and Eval Playground Upgrades]]></title>
      <link>https://futureagi.com/changelog/2025-w28</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w28</guid>
      <pubDate>Mon, 07 Jul 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Infrastructure metrics alongside agent traces in Observe, image tracing for AWS Bedrock, and standalone mode + feedback loops in the Eval Playground.]]></description>
      <category>monitor</category>
      <category>evaluate</category>
      <category>platform</category>
      <category>sdk</category>
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    <item>
      <title><![CDATA[Alerts and Monitors, gRPC Trace Ingestion, and the Observe Graph]]></title>
      <link>https://futureagi.com/changelog/2025-w26</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w26</guid>
      <pubDate>Mon, 23 Jun 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Real-time alerts with Slack and email, gRPC trace transport with 60% less latency, and a visual graph of agent execution inside Observe.]]></description>
      <category>monitor</category>
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      <category>sdk</category>
      <category>evaluate</category>
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    <item>
      <title><![CDATA[Breaking Bad UI Redesign, Custom Model Endpoints, and Observe Enhancements]]></title>
      <link>https://futureagi.com/changelog/2025-w24</link>
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      <pubDate>Mon, 09 Jun 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Platform UI redesign: new navigation, component library, consistent patterns. Azure OpenAI and self-hosted judges. New Observe filters and provider logos.]]></description>
      <category>platform</category>
      <category>evaluate</category>
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      <category>sdk</category>
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    <item>
      <title><![CDATA[Protect Flash, TypeScript SDK v0.1.0, and Custom Evaluations in Observe]]></title>
      <link>https://futureagi.com/changelog/2025-w22</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w22</guid>
      <pubDate>Mon, 26 May 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Speed-optimized guardrails path with binary harmful/not-harmful decision, the first official TypeScript SDK, and configurable evals on production traces.]]></description>
      <category>guard</category>
      <category>evaluate</category>
      <category>sdk</category>
      <category>platform</category>
    </item>
    <item>
      <title><![CDATA[Workbench V2, Custom Evaluations Revamp, and SDK Updates]]></title>
      <link>https://futureagi.com/changelog/2025-w20</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w20</guid>
      <pubDate>Mon, 12 May 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Rebuilt Workbench for prompt engineering, redesigned eval builder with judge-model selection, and three traceAI SDKs: audio, image, multimodal.]]></description>
      <category>platform</category>
      <category>evaluate</category>
      <category>monitor</category>
      <category>sdk</category>
    </item>
    <item>
      <title><![CDATA[Diff View in Experiments, Audio Across the Platform, and Run-Insight Views]]></title>
      <link>https://futureagi.com/changelog/2025-w18</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w18</guid>
      <pubDate>Mon, 28 Apr 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Compare two experiment runs side by side, play audio inline in traces and datasets, and see every evaluation run at a glance with insight summaries.]]></description>
      <category>evaluate</category>
      <category>platform</category>
    </item>
    <item>
      <title><![CDATA[Prototype V2 and Audio Evaluations]]></title>
      <link>https://futureagi.com/changelog/2025-w16</link>
      <guid isPermaLink="true">https://futureagi.com/changelog/2025-w16</guid>
      <pubDate>Mon, 14 Apr 2025 00:00:00 GMT</pubDate>
      <description><![CDATA[Rebuilt prompt engineering environment with built-in knowledge base, evaluations that run on the actual audio of voice calls, plus a guided walkthrough.]]></description>
      <category>platform</category>
      <category>evaluate</category>
      <category>monitor</category>
    </item>
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