AI agents are writing and shipping your code. Are your tools keeping up? New AI features from Honeycomb bring SRE-level instincts to every investigation. Plus, Metrics is now GA. Built for how AI teams actually work 👉 www.honeycomb.io/blog/honeyco...

Hosting Debugging Distributed Systems track at #QConLondon next week; thrilled to have @hazelweakly.me, @hakshak.bsky.social, @voidmaze.bsky.social, @colindou.ch , and @palcu.net joining me. And we all want to hear your war stories at the unconference session! Agenda: qconlondon.com/track/mar202...

Join Sasha Sharma and AWS for a hands-on workshop! Build autonomous Battleship bots with natural language prompts, explore their AI behaviors, and maybe even win prizes. Bring your laptop & install Kiro beforehand. Register 👉 buff.ly/8iH9UsF

AI‑assisted dev is here, but how do teams observe AI, handle AI‑generated bugs, and keep quality high? Austin Parker answers more user-submitted questions. Read more 👉 buff.ly/BAQjaCA

Want a sneak peek at what’s coming to #O11yDayNYC? 👀 Martin Thwaites and Jamie Danielson are previewing the live demos they’ll be running, showcasing some of the new things Honeycomb has been building. See it all in action in NYC. 👉 buff.ly/FQn2yBn

Migrating a datacenter while rewriting your tech stack? Brian Chamberlain shows how tastytrade used observability to catch hidden issues and de-risk their migration at #O11yDayNYC 2026. Register here 👉 buff.ly/FQn2yBn

AI is reshaping platform engineering, helping or hurting? Join Charity Majors, Lesley Cordero (The NYT), and others at O11yDay NYC 2026 for “Is AI Killing Platform Engineering or Saving It?” and get a preview of the new Observability Engineering book! 👉 buff.ly/fnIwrcZ

Want to see real user performance in action? 🚀 This blog shows how to bring Core Web Vitals into Honeycomb with frontend telemetry so you can understand UX impact and prioritize improvements with data that matters. Learn more 👉 buff.ly/Q36B9zc #honeycomb #observability #Frontend

Excited to see Liz Fong-Jones on the "Derisking Releases in the AI Era" panel with LeadDev, discussing how teams can ship faster with less risk in an AI-driven world. Register here 👉 buff.ly/PSCLvPj

LLMs can pass sanity checks even when something’s wrong. At #O11yDayNYC 2026, Noa Bendit-Shtull (Etsy) shares how observability uncovered a hidden LLM issue and prevented a flawed feature launch. Don’t miss it 👉 buff.ly/fnIwrcZ

Join Ben Good (Google) and Austin Parker tomorrow for The Productivity Paradox: AI-Assisted Coding webinar. They’ll unpack how AI is reshaping how engineers write, collaborate, and ship — plus the real opportunities, challenges, and practical takeaways. Don’t miss it 👉 buff.ly/abye82u

We released a new tool that teaches AI how to understand Refinery, Honeycomb’s sampling proxy, so your agents can help analyze sampling rules and config. Tyler Helmuth walks through how it works. Learn more 👉 buff.ly/LiFJwbe

#O11yDayNYC 2026: Big thinkers. Big ideas. Big conversations. Founders and engineering leaders are coming together to explore where observability is headed in an AI-driven world and how engineers can evolve with it. Join us in NYC 👉 buff.ly/fnIwrcZ

Observability evolves with complexity and AI. In our latest blog, Christine Yen & Charity Majors answer the questions we missed in The Next Era of Observability. From vendor lock‑in to AI’s impact, see what observability must become. Read more 👉 buff.ly/xzitnJJ

Feb 2026 addendum: yes, the correlation between lines of code and user value is loose/approximate, but the correlation between lines of code and amount of effort required to validate them is 100% real. If your org is not sufficiently invested in validation (CI/CD, observability), brick wall ahead.

This post sold me on @charity.wtf’s new book. If there’s one thing I know after 20 years of working as a director in high tech, it’s that my success depends on how well I can communicate with execs who don’t know my field. That means it’s my job to find common ground. charity.wtf/2026/02/19/f...

Your prompt created the code, but does the code do what you think it does? 🧐 Join Pierre Tessier at AI Bot Wars with AWS and Honeycomb as he guides the chaos, challenges, and fun of AI-generated bots in real time. Don’t miss the action 👉 buff.ly/6AcCjTe

So excited to welcome Lesley Cordero from The New York Times to #O11yDayNYC! Her session explores ownership, privacy, and lifecycle challenges of telemetry and why observability data now needs business-critical governance. A must-attend for teams scaling observability 👉 buff.ly/cvweVm9

The fun doesn’t stop when the sessions end. We will be having an O11yDay NYC Happy Hour on March 12 at Convene One Liberty Plaza, open to all registrants! Stick around to unwind, network, and continue the observability conversations. Don’t miss O11yDay NYC 👉  buff.ly/cvweVm9 #O11yDayNYC

AI tools can boost individual output, but teams don’t always move faster. Join Ben Good (Google) + Austin Parker (Honeycomb) on March 3 for a data-backed look at the AI productivity paradox and how to build fast, reliable feedback loops. Register here 👉 buff.ly/abye82u

How much should you really be spending on observability? As systems and telemetry scale, old cost benchmarks don’t hold up. Charity breaks down what drives observability spend today and how to think about it as an investment, not just a budget line. Download 👉 buff.ly/OZsKxcQ

Facing high incident volume or struggling to debug complex systems? Homeaglow cut down on incidents and improved release confidence by adopting Honeycomb’s observability approach, enabling teams to find the root cause faster and innovate with less risk. Learn more 👉 buff.ly/RpjWmDa

Build AI bots with prompts. Watch them battle. See what they actually do. Join AWS + Honeycomb on Mar 19 for a Lunch and Learn & hands-on workshop to create Battleship bots and use telemetry to see their emergent behavior. Register Now 👉 buff.ly/6IDWeYh

What’s next for Honeycomb? 👀 Join Graham Siener, VP of Product, at O11yDay NYC on March 12 for a deep dive into the Product Roadmap, recent releases, AI updates, UX improvements, and what’s coming next. Plus, Ken Rimple will demo new features. Don’t miss it 👉 buff.ly/VPqiJWr #O11yDayNYC

If you're interested in attending or know someone who would benefit from this great event, Honeycomb is giving away a full-access pass to 2026 KubeCon + CloudNativeCon EMEA 2026! Entries close February 20th 👉 buff.ly/ddfGyKz #honeycomb #KubeCon #CloudNativeCon

Honeycomb is accepting speaker submissions for O11yCon 2026! Have real-world experience with observability, distributed systems, OpenTelemetry, AI workflows, or incident response? Share it with the community. Actionable talks. Real engineering stories. Submit your session here 👉 buff.ly/HMZBwKu

AI coding assistants promise faster development, but the data tells a more nuanced story. According to the latest DORA insights, developers often feel more productive on their own AI-assisted changes than teams do at scale. Join this webinar hosted by @honeycomb.io to learn more! go.hny.co/3O7T2Li

Where is observability headed next? In Honeycomb’s 10-Year Manifesto (Part 1), Charity Majors shares her vision for the future of software, AI, and engineering practices. Dive in 👉 buff.ly/gMndqcL #honeycomb #observability #AI #LLMs

Build AI bots with prompts. Watch them battle. See what they actually do. Join AWS + Honeycomb on Mar 5 for a Lunch and Learn & hands-on workshop to create Battleship bots and use telemetry to see their emergent behavior. Register Now 👉 buff.ly/6IDWeYh #honeycomb #AI #OpenTelemetry #observability

Never been to an O11yDay? We are bringing one to NYC on March 12, 2026! 🤩 One day to have real observability conversations about AI and complex systems. Save your spot 👉 buff.ly/cvweVm9 #honeycomb #O11yDayNYC #observability #AI

AI is fundamentally reshaping how we build, operate, and understand software, and observability sits at the center of that shift. That’s why we’re bringing engineers, technical leaders, and practitioners together at O11yCon 2026, May 20-21 in San Francisco! Get early access here 👉 buff.ly/BIY21UD

AI coding assistants promise speed, but DORA data shows teams don’t always move faster. Join Ben Good (Google) and Austin Parker (Honeycomb) on Feb 24 to unpack the AI productivity paradox and how elite teams use fast, production-grade feedback loops. Register here 👉 buff.ly/D7ZxDG4

AI systems generate huge amounts of context, and most observability tools can’t keep up. This blog explains how Honeycomb’s OpenTelemetry-first approach handles high-cardinality telemetry so engineers can still answer the questions that matter. Learn more 👉 buff.ly/1Ohuvo7 #OpenTelemetry #AI

Frontend errors are easy to miss and hard to debug. This post shows how to report exceptions from web and mobile frontends into Honeycomb using OpenTelemetry so errors show up with real context. Learn more 👉 buff.ly/nnfWn3a

Join us on March 12 for O11yDay NYC, a one-day event for engineers navigating observability in modern, AI-driven systems. Expect practical talks, honest lessons, and takeaways you can use right away. Register to attend 👉 buff.ly/cvweVm9 #O11yDayNYC #honeycomb #observability #AI

Observability isn’t just a tool; it’s a capability built by people. This guide by Liz Fong-Jones breaks down how to build and grow observability teams, the skills that matter most, and how to develop real in-house expertise based on lessons from real engineering orgs. Download 👉 buff.ly/3Jfc8dU

Tomorrow: a live fireside chat with Charity Majors + Christine Yen on how observability has evolved and what needs to change as AI becomes part of modern systems. Lessons learned, real-world complexity, and what teams need next. Plus a live AMA! 🔥 Still time to register 👉 buff.ly/zgmnDZx

How do you measure if Claude Code is actually delivering value? 🤔 We show how to send Claude Code telemetry into Honeycomb and build boards that track adoption, spend, performance, and usage patterns. Learn more 👉 buff.ly/78bMxg1

AI is shipping faster than we can trust it. From hallucinations to latency creep, failures in production AI are subtle, costly, and hard to detect. Learn why observability must evolve and how teams can regain confidence in their AI systems. Read more: buff.ly/njyKnnB #honeycomb #AI #LLMs

Struggling to keep up with AI coding assistants? In Honeycomb’s latest o11ycast, Lada Kesseler shares practical patterns for augmented coding, from testing and feedback loops to observability, so developers stay in control and write smarter, more reliable code. Listen now 👉 buff.ly/TZ4dP8x

Join Honeycomb co-founders Charity Majors and Christine Yen for The Next Era of Observability: Founders’ Reflections. Hot takes from the early days, lessons learned, and what observability needs to become for modern, AI-driven systems. Live AMA included. 🔥 Register now 👉 buff.ly/zgmnDZx

Observability just got smarter! 🤓 Honeycomb + AI turns raw telemetry into actionable insights, helping engineers quickly understand what’s happening in their apps and why. From latency spikes to root causes, get answers faster than ever. Read more 👉 buff.ly/KrquOms #honeycomb #observability #AI

As OpenTelemetry adoption grows, managing Collectors and agents at scale gets harder. OpAMP solves this with a vendor-neutral control plane for agent management. Learn how OpAMP works and how Honeycomb uses it to simplify agent configuration and visibility. 👉 buff.ly/ppW4UeM

DevOps promised to connect developers to production reality, but for most teams, that feedback loop never fully closed. Charity Majors explains why DevOps fell short and how modern observability can finally deliver on the original vision. Read more 👉 buff.ly/5UdLI6k #AI #LLMs #observability

Charity Majors returns to o11ycast for this episode! We get her current take on metrics, discuss observability in the age of agents and LLMs, the 10th anniversary of founding Honeycomb, writing the next version of Observability Engineering, and so much more. 🎧 Listen here: buff.ly/Nk7neHh

Honeycomb co-founders Charity Majors and Christine Yen are hosting a live fireside chat on Feb 3 about where observability is headed and what it takes to run modern, AI-driven systems with confidence. Register here 👉 buff.ly/GpusMCg #honeycomb #observability #AI

LLMs fail differently than traditional software and can’t be debugged the same way. Learn how observability helps teams understand behavior, troubleshoot failures, and improve performance. Download 👉 buff.ly/1a7xBtu #honeycomb #observability #LLMs

Honeycomb co-founders Christine Yen & Charity Majors go live Feb. 3 to reflect on observability, share AI-era predictions, and answer your questions. Reserve your spot 👉 buff.ly/GpusMCg #honeycomb #observability #HoneycombIntelligence #AI

AI in observability is no longer optional. Nearly 75% of orgs automate observability with AI/ML, driving faster insights and easier root cause. That’s why Honeycomb is built AI-first. Download 👉 buff.ly/RE15dla

What a night at O11yX Dining at Duck & Waffle! Great conversations, company, and all things observability. 🤩 Thanks to our hosts Manny Alves, Andy Dufour, Erwin van der Koogh, Martin Thwaites, and everyone who joined!