Mezmo

Excited to see Tucker Callaway featured in @sdtimes. AI is changing the game, but outcomes still depend on context. Why the future is open, customer-owned systems, and why we built AURA. Read more: sdtimes.com/agentic-ai/why… #opensource #contextengineering

SREcon is next week 👀 Need more aura? Start farming. Swing by Booth 202 to: → Complete quests → Earn AURA XP → Unlock rewards The best SREs don’t just run systems. They build context that compounds. #SREcon26

Headed to NVIDIA GTC next week? Mezmo’s Director of Innovation, Andre Elizondo, will be in San Jose connecting with teams building the future of AI infrastructure. Ask him about AURA, the System of Context for coordinating AI, telemetry, and workflows.

SREs need agents. Agents need context. But in production, the hard part isn’t getting an answer. It’s keeping AI grounded, predictable, and auditable as systems change. Why we built—and open-sourced—AURA ↓ mezmo.com/blog/why-we-op…

Today, we’re introducing AURA. The System of Context for production AI. An open orchestration layer that connects telemetry, workflows, and AI agents so they operate reliably in real environments. Early access is open: mezmo.com/aura

What if observability isn’t broken—it’s just missing context? More data hasn’t made systems clearer. It’s made them louder. This report explores why modern observability needs context engineering, not more dashboards 👇 mezmo.com/resources/orei…

We’re excited to announce our membership in the Agentic AI Foundation (AAIF). AAIF brings together leading organizations to ensure agentic AI evolves openly, collaboratively, and with shared standards—not as siloed, proprietary systems. Read more 👉 ow.ly/EVTH50YmFJF

You asked. We shipped. Our latest AI SRE update is packed with improvements driven by customer feedback. It’s AI-driven observability, but actually usable. 🔗ow.ly/KexK50YhQ1v

If you’re fixing Grok patterns because a log changed by one character, that’s not SRE work. That’s maintaining a parsing layer. Grok extracts fields. Context explains behavior. AI SRE accelerates RCA. ow.ly/EjMy50YhNXm

If you’re migrating to OpenTelemetry in 2026, the biggest risk isn’t the standard. It’s the collector and agent sprawl that comes with traditional migration plans. Read more to find a simpler path: 🔗 ow.ly/UpPl50XXk2B

Grok adds structure to logs. Context explains systems. As complexity grows, brittle parsing becomes a visibility tax. Modern SREs are moving beyond manual parsing toward context engineering and AI-assisted RCA. Read the blog 👇 ow.ly/iXR050Y9lGP

Better observability starts before data ever hits storage. Mezmo helps teams optimize telemetry upstream so troubleshooting is faster and costs stay under control. See how it works. 👉 Get a free demo: mezmo.com/demo-request

AI SRE needs more than speed. Cost and accuracy matter at scale. Mezmo CEO Tucker Callaway joins a New Stack roundtable on why preprocessing data and context engineering are critical for enterprise AI SRE. 🔗 thenewstack.io/ai-sre-roundta…

Observability vendor lock-in isn’t just frustrating. It’s expensive. Here’s how engineering teams are using OTel + vendor-neutral pipelines to take back control of spend in 2026. 🔗 Read more ow.ly/THBu50Y51hk

AI-driven observability works best when it has the right context. Mezmo’s Active Telemetry feeds AI the signals that matter, so diagnosis is faster, more accurate, and far less noisy. Want to see it live? 👉 Request a free demo: mezmo.com/demo-request

AI SRE should feel faster and more transparent. Our latest release (shaped by customer feedback) includes: ✅ streaming progress updates ✅ links back to error logs (receipts!) ✅ new ways to summarize + visualize log patterns Read more here 👉 ow.ly/fHRQ50Y0JCA

Migrating to OpenTelemetry in 2026? The biggest risk isn’t OTel. It’s a collector-and-agent sprawl. Here’s a simpler path: consolidate collection, migrate incrementally, and keep visibility without app changes. 🔗 ow.ly/QCpY50XXk2E

Root cause analysis shouldn’t take hours. Mezmo’s AI SRE helps teams move from detection to diagnosis in seconds by delivering the right context, right when it’s needed. Curious what that looks like in practice? 👉 Get a free demo: mezmo.com/demo-request

OpenTelemetry isn’t the problem. Disruptive migrations are. Too many OTel approaches mean broken dashboards or endless delays. Here’s how Mezmo enables disruption-free adoption and AI-ready observability. 🔗 ow.ly/GiIo50XTAgm

2026 is here. Proud to be named one of TechTimes’ 10 Software Companies to Watch. Mezmo is building observability for agentic workflows—active telemetry that powers faster, automated root-cause analysis. 🔗 ow.ly/JjM750XSuX4