Updates from Middleware: AI and Events
Read more about how to use AI for observability.
We're excited to share that we've launched a new version, which enables you to leverage AI in Observability.
Notable features in this version include:
The option to search anything within your infrastructure using natural language search
Log anomaly detection
LLM (Large Language Model) observability
Product updates
🔎 Natural Language Search
Introducing natural language search, which allows you to query your infrastructure in plain English. Simply type your question, and the system will process it and show you the relevant data.
Note that this feature is currently exclusive to Infrastructure screens, but we're working to expand support to the entire application soon.
📈 Log AnomalyÂ
Middleware’s Anomaly Detection uses advanced analytics to identify unusual log patterns, taking into account trends, day-of-week, and time-of-day variations, and comparing them to historical data for accurate anomaly detection.
🤖 LLM Observability
Monitor your LLM applications with end-to-end tracing of LLM chains, providing visibility into input-output, errors, token usage, and latency at each step. Additionally, it offers comprehensive evaluations of output quality and security.
To set up, follow these easy steps.
ImprovementsÂ
Added support to firewall log drains for Vercel Integration.
Use Middleware’s API to create and view Alerts.
Upcoming Features
We have some exciting features coming up, such as:
Ingestion control pipeline
GCP Integration
🎉 Middleware Events
Dine with DevOpsÂ
We were thrilled to be part of the Dine with DevOps Conference by Technophiles India on August 30th, 2024. It was a great opportunity to connect with industry peers, exchange insights, and further our commitment to supporting DevOps professionals.Â
Observability Meetup - Middleware X NokiaÂ
Last month, we hosted the Observability Meetup - Bengaluru. The event featured deep discussions on Full Stack Observability, monitoring in VNF environments, and AI-powered frameworks.Â
What’s Next?Â
Observability Meetup - Ahmedabad
We’re excited to announce our Observability Meetup in Ahmedabad on September 14, 2024! The event will cover topics including frontend observability with telemetry, deploying OpenTelemetry collectors using a cloud-native approach, mastering Azure App Insights, and simplifying Explainable AI.
Interested? Register here: https://lu.ma/ll3k6h8tÂ
Scaling Startups with YC Founders as part of #SFTechweek
We’ll be hosting a fireside chat on how founders have scaled their businesses post YC, as well as a following networking event. The current registration is full however our waitlist is open and we will be adding people to the registration as space opens up.
If interested you can register here: https://lu.ma/mbi63xdv
We appreciate all of your feedback so far and are eager to hear more from you. Please let us know what you think.