Honeycomb is the observability platform that enables engineering teams to find and solve problems they couldn't before.https://bsky.app/profile/honeycomb.iohttps://bsky.app/profile/honeycomb.io/post/3ml7k5yqvrj25AI is moving fast into production, bringing new challenges around trust, risk, and control. At #O11yCon, Giles Douglas shares a CISO’s view on adopting and scaling AI, and how teams are building trust as the landscape evolves. Register now 👉 buff.ly/o31X0j606 May 2026 20:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3ml7k5yqvrj25https://bsky.app/profile/honeycomb.io/post/3ml6xq2n6se25AI changes how you investigate production systems. You’re guiding an investigation, not just writing queries. This Honeycomb Academy course shows how to use MCP to ask better questions, structure investigations, and validate your findings. Learn more 👉 buff.ly/f9oY6hS #honeycomb #AI #LLMs06 May 2026 15:00 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3ml6xq2n6se25https://bsky.app/profile/honeycomb.io/post/3ml4pn3gllw23AI agents are reshaping how teams build and debug in production. #O11yCon 2026 brings together the teams working through that shift. Early Bird pricing ends May 11. Get your ticket 👉 buff.ly/o31X0j605 May 2026 17:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3ml4pn3gllw23https://bsky.app/profile/honeycomb.io/post/3ml24oy4jyy22The engineers who built the category are taking the stage. Innovation Week opens with Christine Yen and Charity Majors, alongside teams already running AI agents in production. May 12, 10 a.m. PT. One week out. Register 👉 buff.ly/osHO1re04 May 2026 16:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3ml24oy4jyy22https://bsky.app/profile/honeycomb.io/post/3mksqbubnqd27AI in observability is getting closer to something real. You can see it. You can use it. But it’s not fully there yet. Austin Parker explores what’s working, what’s missing, and what it will take to close the gap. Read more 👉 buff.ly/iv3PkCK01 May 2026 18:15 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mksqbubnqd27https://bsky.app/profile/honeycomb.io/post/3mkq2s2r2sf2iOpenTelemetry semantic conventions evolve, but systems don’t update in sync. During migrations, telemetry gets fragmented across old and new formats. This blog explores how the OpenTelemetry Collector can normalize data in flight to keep observability consistent through change 👉 buff.ly/QdRVK4s30 Apr 2026 16:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mkq2s2r2sf2ihttps://bsky.app/profile/honeycomb.io/post/3mknhtlm4z42cSRE relationships don’t fail all at once. They drift. At #O11yCon, Will Hegedus (Senior Manager SRE at Akamai) breaks down why engagement models stop working and how to fix them before trust erodes. Register now 👉 buff.ly/KOBRNNx29 Apr 2026 16:00 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mknhtlm4z42chttps://bsky.app/profile/honeycomb.io/post/3mkkvo37qwe2yWe've been building something. You'll see it first at Innovation Week. New capabilities & live demos. May 12–14, 10 a.m. PT, fully virtual. 👀 Be first 👉 buff.ly/q8uoM0B #honeycomb #observability #AI28 Apr 2026 15:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mkkvo37qwe2yhttps://bsky.app/profile/honeycomb.io/post/3mkipcck5sm2cAI systems fail in ways that are hard to see. If you can’t trace what your agent is doing step by step, improving it becomes guesswork. Fast feedback loops come from visibility: Instrument with OpenTelemetry → trace behavior → iterate faster. Read more 👉 buff.ly/afUqAU527 Apr 2026 18:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mkipcck5sm2chttps://bsky.app/profile/honeycomb.io/post/3mkif756noq27AI is changing how we debug production. At #O11yCon, Rob Miles (Head of Observability at Stripe) is sharing what it actually looks like to build an AI agent that investigates incidents in real time. What works, what doesn’t, and what teams should know before building their own. 👉 buff.ly/KOBRNNx27 Apr 2026 15:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mkif756noq27https://bsky.app/profile/honeycomb.io/post/3mkauol6vrt2cThat’s a wrap on AWS Summit London 🇬🇧 AI is reshaping how teams build and run in the cloud, and that showed up in every conversation. Great chats at our booth around real production complexity and how to make sense of it faster. More to come 👉 buff.ly/r1S1e8Z24 Apr 2026 15:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mkauol6vrt2chttps://bsky.app/profile/honeycomb.io/post/3mk6ddrpiri25Production issues don’t stay in one place. They move across services and show up as disconnected signals—hard to piece together fast. The advantage is being able to follow one path through the system, see where it breaks, and why. That’s single-thread visibility 👉 buff.ly/EbnUxIX23 Apr 2026 15:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mk6ddrpiri25https://bsky.app/profile/honeycomb.io/post/3mk4b4gwynf2xICYMI: When AI writes most of your code, how do you figure out if it’s worth running? The fundamentals haven’t changed: Fast feedback loops Context-rich data Production validation Cost awareness Read more 👉 buff.ly/pcMGnnA22 Apr 2026 19:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mk4b4gwynf2xhttps://bsky.app/profile/honeycomb.io/post/3mk3vxj6wmv25We're doing something new. Innovation Week: Observability for the Agent Era. A 3-day virtual event, May 12-14, 10 a.m. PT. Christine and Charity on stage. New products. Real customers. The agent observability conversation that needs to happen. Register 👉 buff.ly/q8uoM0B22 Apr 2026 16:25 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mk3vxj6wmv25https://bsky.app/profile/honeycomb.io/post/3mjzglpp6rz22Tomorrow’s the day! We’re heading to AWS Summit London at ExCeL—stop by booth G5 for AI-native observability in action, and don’t miss Colin Burke’s session with Romain Blanc (Intercom). Come say hi, grab a demo 👋 Schedule time 👉 buff.ly/LOiwuni21 Apr 2026 16:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjzglpp6rz22https://bsky.app/profile/honeycomb.io/post/3mjww4owctp2iWhat if you could cut observability overhead without changing your code? Keep the OpenTelemetry API, swap the SDK → lower CPU + memory. Read more 👉 buff.ly/jo2EAFp20 Apr 2026 16:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjww4owctp2ihttps://bsky.app/profile/honeycomb.io/post/3mjpmdvre5l22Fast, deep, ready—that’s been the foundation of observability. As systems grow more complex and change speeds up, the real question is what comes next—and how teams evolve to keep up. Read more 👉 buff.ly/WbZZ1Em17 Apr 2026 19:01 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjpmdvre5l22https://bsky.app/profile/honeycomb.io/post/3mjpbesyunr2jWe’re excited for all our speakers at #O11yCon, May 20–21! Jody Bailey (Stack Overflow) will explore how AI agents are changing how we think about organizational knowledge in production—and why gaps in context are becoming real risks. Don’t miss it 👉 buff.ly/2FQ3IWX17 Apr 2026 15:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjpbesyunr2jhttps://bsky.app/profile/honeycomb.io/post/3mjn4ncs7tb2uWe recently hosted a webinar with Austin Parker and Akshay (Augment Code), and you all brought some great questions—more than we could answer live. We followed up with a blog covering topics like trust, drift, and production feedback for AI agents. Read more 👉 buff.ly/2zSTpKP16 Apr 2026 19:15 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjn4ncs7tb2uhttps://bsky.app/profile/honeycomb.io/post/3mjkopuxh7t2gAI agents are starting to work directly with production data, investigating issues, following traces, and surfacing what’s happening in real systems. This post explores how MCP and Canvas support that workflow by connecting context and action. Read more 👉 buff.ly/zX7nqF115 Apr 2026 20:00 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjkopuxh7t2ghttps://bsky.app/profile/honeycomb.io/post/3mjkgcvz7nu2o#O11yCon 2026 is coming. May 20-21, San Francisco. 🐝 AI agents are running in production. Can you actually see what they’re doing? 2 days of workshops + sessions with speakers from Google, Stripe, GitHub & more. Early bird tickets are $99 until April 28. More 👉 buff.ly/N89JR5k15 Apr 2026 17:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjkgcvz7nu2ohttps://bsky.app/profile/honeycomb.io/post/3mjkagroub52kIf you’re attending AWS Summit London, be sure to stop by Colin Burke and Romain Blanc’s session! Learn how Honeycomb + Intercom introduced a customer‑centric “time to first token” metric, rebuilt distributed tracing, and used SLOs to cut latency by 60% while 20 teams ship ~100 changes/day.15 Apr 2026 15:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjkagroub52khttps://bsky.app/profile/honeycomb.io/post/3mjhz775spd2pUncertainty and change are the default in modern software. As systems grow more complex (and AI speeds things up), rigid plans don’t hold. Success comes from fast feedback loops, learning, and iteration. Read more 👉 buff.ly/L2M34c214 Apr 2026 18:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjhz775spd2phttps://bsky.app/profile/honeycomb.io/post/3mjhp5twpzm2gThe rules of production are changing. AI is introducing a new kind of complexity—one traditional observability wasn’t built for. The teams navigating it best are writing the playbook. #O11yCon is where they share what’s actually working in the agent era. See you there. 👉 buff.ly/b87YwuM14 Apr 2026 15:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjhp5twpzm2ghttps://bsky.app/profile/honeycomb.io/post/3mjfjkuthpj2xWe’re entering the agent era, and software is changing fast. AI agents mean more complexity and new failure modes. The challenge now? Understanding what’s happening in production. Learn more 👉 buff.ly/TkiM9QT Plus, you’ll find demo videos from Ken Rimple to see it all in action.13 Apr 2026 18:45 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mjfjkuthpj2xhttps://bsky.app/profile/honeycomb.io/post/3mj5sd3a46d2xAI is changing software in unexpected ways. In this episode of O11yCast, Bryan Cantrill, Charity Majors, and Ken Rimple dive into: -Why software is the “killer app” for AI -Lessons from open source & observability -How AI lowers build costs but still needs human insight Listen 👉 buff.ly/cGG5Qrd10 Apr 2026 17:00 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mj5sd3a46d2xhttps://bsky.app/profile/honeycomb.io/post/3mj3ubmdbgb2gHeading to AWS Summit London? 🚀 Colin Burke & Romain Blanc (Intercom) show how Intercom + Honeycomb tackle AI system challenges. Stop by Booth G5 to see observability in action! Learn more 👉 buff.ly/h3ysw0s09 Apr 2026 22:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mj3ubmdbgb2ghttps://bsky.app/profile/honeycomb.io/post/3mj3nldfp3m27As systems scale, debugging gets harder, and costs rise. Scribe reduced time to resolution and cut costs by focusing on high-value telemetry, not noise. Better visibility shouldn’t cost more. Read 👉 buff.ly/n64Itqe09 Apr 2026 20:30 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mj3nldfp3m27https://bsky.app/profile/honeycomb.io/post/3mj3g3wtqmr2wAI is accelerating software delivery—but does that create advantage or chaos? The teams winning aren’t just shipping faster. They’re learning faster. Observability is how. That’s what the Leadership Track at #O11yCon is all about. May 20–21, San Francisco 👉 buff.ly/wwblC7E09 Apr 2026 18:16 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3mj3g3wtqmr2whttps://bsky.app/profile/honeycomb.io/post/3miynzd534g2vAdopting observability is one thing. Championing it across your org is another. This is the story of how one engineer did both and why that journey ultimately led him to Honeycomb. Read more 👉 buff.ly/i7hXbOr08 Apr 2026 16:00 +0000at://did:plc:zbwsbcewyw4negotzgdxpln5/app.bsky.feed.post/3miynzd534g2v