# Changelog

## August 2025

See what’s new and improved in our August update.

{% columns %}
{% column %}

<figure><img src="https://1070780655-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIveW82XZAQxdXCjJA89O%2Fuploads%2FHPLiQmAnYx8hJhj3CwAy%2F46147a1cb95db53c60ba9651c0352a25.png?alt=media&#x26;token=58fdd275-96b0-463b-8ec3-2c16f8192d2b" alt=""><figcaption></figcaption></figure>
{% endcolumn %}

{% column %}

**Product feature #1 — Crowe RapidWorkflow**

* Run multiple agents in parallel with built-in caching and retries
* Supports batch processing and interactive mode
* Enhanced error handling with exponential backoff

**Product feature #2 — Crowe Orchestrator**

* Multi-stage orchestration: decompose → execute → validate → synthesize
* Flexible aggregation strategies (Synthesis / Consensus / Weighted)
* Adaptive load balancing for optimal resource use

**Product feature #3 — Crowe Forest**

* Domain-based agent routing with semantic matching
* Ideal for multi-domain knowledge and complex organizations
* Automatic role assignment based on query type

**Product feature #4 — Crowe Sentinel**

* Real-time monitoring of agent performance and accuracy
* Automated anomaly detection and recovery workflows
* Resource threshold alerts for CPU, memory, and latency
  {% endcolumn %}
  {% endcolumns %}

<details>

<summary>Improved</summary>

* Faster RAG retrieval and cleaner results
* Optimized concurrency scheduling
* Better CLI tools and logging

</details>

<details>

<summary>Fixed</summary>

* Rare duplicate execution under high concurrency
* Timeout and retry edge cases
* Progress display delays in large batches

</details>

***
