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@bitdrift.io
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The future of observability: bitdrift.io

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Matt Klein @mattklein123.dev · 28/09/2026
Today @bitdrift.io is really excited to open source blob-stream: a Kafka alternative for no fuss, low cost high volume streaming. I wrote in depth about what blob-stream is, why I made it, and how I made it. blog.bitdrift.io/post/blob-st...
blog.bitdrift.io
Announcing blob-stream: a Kafka alternative for no fuss, low cost high volume streaming - bitdrift Blog
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bitdrift @bitdrift.io · 22/09/2026
Hear @randyshoup.bsky.social talk growing up in Silicon Valley, going to Xerox PARC with his dad, working at Oracle, Tumbleweed, two stints at eBay, and more in our latest episode of Beyond the Noise Plus, his hot takes on the impact of AI on eng jobs. Listen here👇 bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Randy Shoup: He Grew Up Inside Xerox PARC, Then Built eBay's First Real-Time Search Engine
Randy Shoup joins Matt Klein to discuss growing up around Xerox PARC, building eBay's first real-time search engine, running App Engine at Google, and what the AI boom means for engineers and technica...
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bitdrift @bitdrift.io · 18/09/2026
Matt Klein sat down with Joe Beda, CTO at Stacklok, to discuss questions like: -Will AI follow an S-curve or Moore's law? -Why is K8s open source? -How will startups fare in a world of hyper fast development w/AI? Check out their takes: bitdrift.io/podcast/beyo...
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bitdrift @bitdrift.io · 16/09/2026
UX signals explain how your app feels. Device performance signals explain how your app behaves. But how do you know *why* bugs happen? That's where application state & context come in. There are a few key contextual signals mobile teams should capture: blog.bitdrift.io/post/mobile-...
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Mobile teams: Log these app behavior signals to avoid blindspots - bitdrift Blog
Mobile requires a different approach. Learn what app behavior & contextual UX signals mobile engineering teams should log for a proactive observability strategy.
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bitdrift @bitdrift.io · 14/09/2026
"75% of adults in the U.S. are purchasing goods and services through their smartphones" so why skimp on mobile o11y? The answer: you shouldn't! The world runs on mobile, and we exist to make it run a whole lot better. Read the Intellyx article here: buff.ly/15yk6TI
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bitdrift: Observability optimized to interpret experience on the mobile edge
An Intellyx Brain Candy Brief bitdrift prioritizes mobile device-side telemetry capture. local data processing, and cloud-based correlation to provide a [...]
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bitdrift @bitdrift.io · 09/09/2026
With bitdrift + ClickHouse, you can see even more detail on a production event 👉️ w/bitdrift, you see what happened on the device. w/ClickStack, you see what happened on the backend. w/OTel trace context, you tie the two together. Read more: blog.bitdrift.io/post/clickho...
blog.bitdrift.io
bitdrift brings mobile observability to ClickHouse
bitdrift joins ClickHouse’s House Mates program with a mobile observability integration, bringing mobile-native telemetry, tracing, and debugging to ClickStack.
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bitdrift @bitdrift.io · 08/09/2026
🚨 New beyond the noise episode! The legend @h.olysh.it talks (literally) shipping Internet Explorer on physical CDs, co-creating Kubernetes, standing up Google Compute Engine, Google vs. Microsoft culture, and more. Full episode here 👇 bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Joe Beda: K8s, Culture, and Code That Survives Contact
Joe Beda, co-creator of Kubernetes and CTO of Stacklok, joins Matt to discuss the cultures behind Microsoft and Google, building Kubernetes, burnout, and the future of AI infrastructure.
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bitdrift @bitdrift.io · 31/08/2026
Why is my conversion rate dropping? What sounds like a simple question almost always results in a wild goose chase that will drain hours of your day. With the bitdrift CLI and an agent like Claude Code, you can offload the investigative work. Learn how: blog.bitdrift.io/post/agentic...
blog.bitdrift.io
Agentic investigation with bitdrift: Why is my conversion rate dropping? - bitdrift Blog
Let your agents query reality. Use the bitdrift CLI with your agent of choice to answer questions about your mobile app with full-fidelity observability.
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bitdrift @bitdrift.io · 26/08/2026
🎙️New Beyond the Noise! Charity Majors talks vibe coding, burnout, founding Honeycomb, the changing world of observability, and more. Catch the full episode here: bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Charity Majors: AI and the End of the Three Pillars
Charity Majors, co-founder and CTO of Honeycomb, joins Matt to discuss how AI is reshaping observability, engineering practice, and the three pillars model.
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bitdrift @bitdrift.io · 19/08/2026
Mobile observability doesn't have to suck. bitdrift AI gives your agents full-resolution, unsampled access to what's actually happening on customer devices, without waiting for app releases. Start giving your agents the context they need: buff.ly/A8b5Wwm
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Introducing bitdrift AI: agentic mobile observability
bitdrift AI is a real-time, full-fidelity observability system that lets AI agents query mobile user behavior and act on it autonomously.
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bitdrift @bitdrift.io · 18/08/2026
Your crash reports should surface the metrics you care about, not the ones we ship. Issue workflows let you write a script, run it server-side against a processed report, and emit whatever metric you want. Built on Ripsaw, our VRL fork. Test against a real issue before you deploy: buff.ly/oVlqFzw
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Introducing scripting workflows for smarter debugging - bitdrift Blog
We have recently launched a new workflow step for introspecting fatal app issues with a twist— rather than using predefined building blocks, the actual logic is written as a script, to capture…
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bitdrift @bitdrift.io · 13/08/2026
bitdrift has joined @clickhouse.com House Mates program as its mobile observability partner. Our new integration pairs bitdrift's on-device capture with ClickHouse-powered storage, connecting the full mobile session to backend traces in one path. Read more: blog.bitdrift.io/post/clickho...
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bitdrift brings mobile observability to ClickHouse
bitdrift joins ClickHouse’s House Mates program with a mobile observability integration, bringing mobile-native telemetry, tracing, and debugging to ClickStack.
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bitdrift @bitdrift.io · 12/08/2026
🎙️New Beyond the Noise! Dillon TenBrink runs the edge platform behind 2,300+ Home Depot stores. At that scale, you can't "sling all the metrics all the time." Why constraints force better observability discipline: bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Inside Home Depot's Edge Platform with Dillon TenBrink
Dillon TenBrink, distinguished engineer at The Home Depot, joins Matt to discuss the edge platform that powers retail at scale, observability with limited bandwidth, and AI's impact on engineering.
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bitdrift @bitdrift.io · 30/07/2026
One prompt to instrument your mobile app. Install the bd CLI, add the bitdrift skills, then ask your agent to add the bitdrift Capture SDK and instrument the user journey you care about. Full walkthrough: buff.ly/VR2ikZx
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How to use AI to instrument your mobile app for observability
Learn how an agent can read your app, decide on a best approach, add the right instrumentation, and wire up the SDK in a single pass with bitdrift.
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bitdrift @bitdrift.io · 28/07/2026
🎙️ New Beyond the Noise! Cedric Beust has been in mobile since the early Android days, now Head of Mobile at JPMorgan Chase. He's here to talk about the gap most mobile teams are still fighting. Spoiler: it's not crashes. 🎧 Full episode: bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Cedric Beust: Mobile's Hardest Problems Never Change
Cedric Beust, creator of TestNG, early Android team member, and the engineer behind the original Android Gmail app, joins Matt to trace 20+ years of mobile from the inside — from J2ME feature phones…
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bitdrift @bitdrift.io · 15/07/2026
We're speaking @droidcon.bsky.social Orlando! Miguel Angel Juárez López and Jackson Hardaker take the stage tomorrow at 10:55am. 🎤 WebViews were a black box for too long. This talk breaks down how Android and Frontend engineers can team up to fix that. 📍 See us at Booth 21. More:
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bitdrift at droidcon Orlando 2026
Meet bitdrift at booth 21 at droidcon Orlando, July 16-17. Live demos, our WebView observability talk, swag, and a raffle.
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bitdrift @bitdrift.io · 14/07/2026
🎙️ A silent bug at Tinder quietly dropped analytics data, with no crash or error to flag it. Aaron He (Tinder) and Matt Klein talk through why bugs like this are some of the hardest to catch in mobile, and why it still happens today even at scale. 🎧 Listen now: bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Crash-Free Isn't Enough: Inside Tinder's War on App Hangs
Aaron He, Director of Engineering for Tinder's Client Platform team, joins Matt Klein to trace a decade of mobile engineering at scale, from writing Xamarin apps in C# to native Android, and into…
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bitdrift @bitdrift.io · 08/07/2026
Most conversion drops end with more tabs open than answers. What if an agent could investigate your funnel and find where it broke? See how bd-cli does exactly that in this walkthrough:
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Agentic investigation with bitdrift: Why is my conversion rate dropping? - bitdrift Blog
Let your agents query reality. Use the bitdrift CLI with your agent of choice to answer questions about your mobile app with full-fidelity observability.
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bitdrift @bitdrift.io · 01/07/2026
🎙️ New Beyond the Noise is out! From coding bootcamp to a $250K hackathon win to building the AWS Swift SDK, Nicki Stone has had quite the journey. Now she's a Principal Engineer at Amazon, unifying 50 networking stacks and using AI to write specs instead of code. Listen today: buff.ly/PR7AgQs
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beyond the noise - Nicki Stone: On-Device ML, Monorepos, and Amazon Scale
In this episode of Beyond the Noise, Matt talks with Nicki Stone, a Principal Engineer who oversees development of the Amazon Shopping App. Nicki's path there runs through a finance desk where she…
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bitdrift @bitdrift.io · 23/06/2026
Debugging one user in Capture used to mean sending a workflow to your entire fleet just to match one person. Entities change that. Call setEntityId() once → sessions, crashes, devices, online history all indexed under one profile. See how it works:
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Introducing entities: Real-time debugging for individual users - bitdrift Blog
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bitdrift @bitdrift.io · 11/06/2026
Hatch builds a sleep app. With bitdrift, they now have full visibility into every user's device on demand, and crash investigations are 30-50% faster. They're catching issues before they interrupt the nightly sleep routines of millions. Full case study: buff.ly/MnF6to0
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bitdrift @bitdrift.io · 04/06/2026
bitdrift is now on AWS Marketplace. - Unlimited telemetry capture, store only what matters - 3D session replay with full crash context - Deploy new workflows without an app update Get started: buff.ly/Ny75jEb
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bitdrift @bitdrift.io · 02/06/2026
New episode of Beyond the Noise 🎙️ Ryan Cooke, Director of Engineering at Pinterest, on getting metrics IPO-ready, why they ripped out Bazel on iOS, and where AI tooling is: an agent shipped a 3-week migration in 10 hours for one engineer and stalled for another. 🎧 Hit play: buff.ly/27kZtdG
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beyond the noise - Invisible Work That Keeps Pinterest Running with Ryan Cooke
Matt speaks with Ryan Cooke, Director of Engineering at Pinterest, about the hidden infrastructure work behind resilient Android, iOS, and web apps — from image loading experiments to metric-quality…
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bitdrift @bitdrift.io · 29/05/2026
Mobile observability's unglamorous prerequisite: getting the SDK in your app correctly. bd-instrumentation is an agent skill that handles the full bitdrift Capture SDK integration for iOS and Android. Read the full post: blog.bitdrift.io/post/skill-t...
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AI-driven instrumentation with new mobile SDK skill
New agent skill handles installation and instrumentation of the bitdrift Capture SDK. bd-instrumentation, bd-cli and bd-docs empower agentic mobile observability.
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bitdrift @bitdrift.io · 26/05/2026
⚡ 1,000,000,000,000 That’s 1T log events written to on-device buffers by bitdrift in the last 24 hours.
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bitdrift @bitdrift.io · 19/05/2026
🎙️ New episode of Beyond the Noise! @migueldeicaza.bsky.social, founder of GNOME, Mono, and Xamarin and a legend of the open source movement, joined @mattklein123.dev to talk about open source, mobile, and what it takes to build things that last. 🎧 Listen now: bitdrift.io/podcast/beyo...
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beyond the noise - Miguel de Icaza: GNOME, Mono, Xamarin, and No Sign of Stopping
Matt sits down with Miguel de Icaza, co-founder of GNOME, Mono, and Xamarin, to trace his arc from true-believer GNU fanatic to pragmatic entrepreneur — and his current chapter betting on Godot and…
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bitdrift @bitdrift.io · 05/05/2026
New episode of Beyond the Noise 🎙️ 18 years at Google. Now building CI/CD at Vercel. Jay Gengelbach joins to talk scale, mobile observability, and one of the wildest bug stories you'll ever hear. Catch the full episode:
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beyond the noise - The One-Second Surge: Debugging a Billion-Device Edge Case at Google with Jay Gengelbach
Jay Gengelbach walks through the story of a mysterious spike in server errors that hit exactly at the top of every hour across Google Now/Discover’s massive mobile footprint — and the creative fix…
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bitdrift @bitdrift.io · 30/04/2026
We just shipped OTel-compatible distributed tracing for Capture. When something breaks, you get the trace for that session, not a random sample that may or may not have caught it. Learn more: buff.ly/JZmzNib #opentelemetry #observability
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Announcing OpenTelemetry mobile tracing (that actually works) - bitdrift Blog
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bitdrift @bitdrift.io · 23/04/2026
When a sleep app breaks, it's the middle of the night. Hatch couldn't reproduce many bugs, so investigations often went nowhere. 🔍 With bitdrift, they see what happened on any device: → 30-50% faster debugging → 2-3 hrs/week saved per QA Read the full case study:
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How Hatch Sleep app uses bitdrift for mobile observability
Hatch turned to bitdrift for real-world mobile observability to understand every user session, across every device that's running their sleep app.
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bitdrift @bitdrift.io · 21/04/2026
🎙️New Beyond the Noise episode! JP Simard (SwiftLint, Realm, Ramp) joins Matt Klein to discuss why devs are moving beyond IDE-first workflows, how Ramp’s tiny teams ship apps fast, whether AI enables "architect once, implement everywhere," and the iOS vs Android ecosystem split. Listen now:
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beyond the noise - JP Simard on Swift, Open Source, and Escaping the IDE
Matt sits down with longtime iOS engineer and open source creator JP Simard to talk about the mobile gold rush, Swift tooling, and what modern AI-assisted cross-platform development might look like.
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bitdrift @bitdrift.io · 20/04/2026
Introducing the bitdrift Public API: making observability programmable. Create and manage workflows in code. Retrieve unsampled sessions on demand. Integrate bitdrift into your deploy pipelines and on-call workflows – no dashboard required. Learn more: blog.bitdrift.io/post/public-...
blog.bitdrift.io
Introducing the bitdrift Public API: For programmable observability and beyond - bitdrift Blog
Agents query reality with the bitdrift Public API, enabling programmatic access to admin, workflows, charts, issues, and captured sessions via the bitdrift CLI.
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bitdrift @bitdrift.io · 14/04/2026
At @deepdishswift.com this week! 🍕 Great chats, great swag, and a lot of curiosity about how bitdrift gives mobile teams real-time observability. Thanks for having us and see you next year!
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bitdrift @bitdrift.io · 13/04/2026
bitdrift is live on AWS Marketplace! 🎉 ☁️ Mobile teams can capture unlimited telemetry at lower cost, store only what matters, and resolve bugs faster. No app update required. Get started fast with full‑fidelity mobile observability: blog.bitdrift.io/post/aws-mar...
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bitdrift @bitdrift.io · 09/04/2026
Thanks Austin! ✨ Great evening with the mobile community at the Mobile Engineering Summit: lightning talks, a panel on performance, reliability & AI, and the kind of energy that makes it worth doing again. Stay tuned for our next Summit in a city near you! 🙌
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bitdrift @bitdrift.io · 07/04/2026
The Capture SDK is now running in 1B real-world environments! 🎉 Traditional observability tools send large volumes of data to centralized systems. Capture stores data on-device, giving mobile teams control over what gets sent and when. Read how we got here:
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bitdrift turns 1,000,000,000 - bitdrift Blog
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bitdrift @bitdrift.io · 06/04/2026
🎙️ New Beyond the Noise: our first two-guest episode. Lauren Darcey & Eric Kuck (Infinite Retry Labs, ex-Reddit) on mobile at scale: why your team is already on-call without knowing it, the systemic issues you only uncover at millions of users, and so much more: buff.ly/zCtX1uM
bitdrift.io
beyond the noise - Lauren Darcey & Eric Kuck: Lessons From Reddit's Android Platform Team to Infinite Retry Labs
Lauren Darcey and Eric Kuck join Matt Klein to share their journey from the early days of mobile development through scaling Reddit's Android platform, to building a kid-centric platform at Infinite…
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bitdrift @bitdrift.io · 30/03/2026
🎙️New episode of Beyond the Noise! Matt Klein brings on Kelsey Hightower. Kelsey talks through what AI is doing to developer salaries, what he tells junior engineers wondering if they picked the wrong field, and why open source is the only realistic check on what's being built today: buff.ly/VUD6ktX
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beyond the noise - Kelsey Hightower: What the AI Hype Machine Won't Tell You
Matt Klein sits down with Kelsey Hightower, former distinguished engineer and open source legend, to unpack what AI is really doing to software development — and who holds the power behind it.
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bitdrift @bitdrift.io · 25/03/2026
Most mobile teams know when a critical flow is degrading. They just can't tell you why. bitdrift follows that journey on-device, without sampling, and surfaces the full context when something fails. Learn more about Critical User Journeys: blog.bitdrift.io/post/critica...
blog.bitdrift.io
Critical User Journeys: Where revenue optimization & application debugging unite - bitdrift Blog
CUJ is the user's shortest path between opening your app and getting what they came for. Learn why they're hard to understand on mobile & how bitdrift can help.
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bitdrift @bitdrift.io · 18/03/2026
Most mobile teams log for the crash and stay blind to the jank. Frame drops and silent failures damage ratings quietly. We wrote about which UX signals to log, and how to measure them without wrapping your code in complex stopwatches or shipping a new release. Read more: buff.ly/dPYBxPt
blog.bitdrift.io
User experience signals to log for mobile observability - bitdrift Blog
Mobile requires a different approach. Learn what user experience (UX) signals mobile engineering teams should log for a proactive observability strategy.
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bitdrift @bitdrift.io · 16/03/2026
Zuper went from stitching together crash and analytics tools to full on-device visibility across complex mobile workflows. With bitdrift, they now catch issues before they reach customers. Read the full case study:👇
bitdrift.io
Zuper Case Study - bitdrift
How Zuper unlocked full mobile visibility and cut debug time with bitdrift
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bitdrift @bitdrift.io · 11/03/2026
The bitdrift team is hosting the Mobile Engineering Summit on March 26 in Austin! 📍 Join us for lightning talks, a Q&A panel with bitdrift CTO Matt Klein and Favor Delivery CTO Steve Romney, food and drinks, and the chance to connect with fellow mobile engineers. Save your spot now:
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Mobile Engineering Summit with bitdrift · Luma
You're invited to join the bitdrift & Favor Delivery teams for an evening of lightning talks, a Q&A panel featuring bitdrift CTO Matt Klein and Favor Delivery…
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bitdrift @bitdrift.io · 10/03/2026
📣 Announcing wide availability of bitdrift's Bring Your Own Cloud (BYOC) for AWS! Enterprise teams can now choose from 3 deployment options depending on data ownership and compliance needs. 🔗 blog.bitdrift.io/post/announc... #MobileObservability
blog.bitdrift.io
Announcing Bring Your Own Cloud (BYOC) for mobile observability - bitdrift Blog
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bitdrift @bitdrift.io · 09/03/2026
🎙️ New episode of Beyond the Noise! Chick-fil-A's volume doesn't just stress the kitchen it stresses the tech stack. Brian Chambers (Chief Architect) built the answer: Kubernetes inside of 3,500+ restaurants – one of the industry's largest edge computing deployments. 🎧 Listen now: buff.ly/WwGszFj
bitdrift.io
beyond the noise - Brian Chambers: Scaling Chick-fil-A's App, Kitchen, and Edge
Matt Klein sits down with Brian Chambers, Chief Architect at Chick-fil-A, to unpack what it takes to run modern digital ordering and high-volume restaurant operations at scale—from dial-up daily…
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bitdrift @bitdrift.io · 24/02/2026
If you've built an Android app in the last decade, you've almost certainly shipped Jesse Wilson's code to your users. 🎙️Our newest Beyond the Noise episode with @swank.ca just dropped – tracing the open-source decisions that shaped modern Android! 🎧 Listen today:
bitdrift.io
beyond the noise - Jesse Wilson: From SourceForge to OkHttp, and Why WebAssembly Beats the AI Hype
Matt Klein sits down with Jesse Wilson, one of the most influential engineers in the mobile world, to trace the open source dominoes that shaped modern Android—from pre-GitHub SourceForge projects to…
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bitdrift @bitdrift.io · 12/02/2026
Your app is 99% crash-free. Great… but are users happy? Slow checkouts, hanging searches, stuttering playback – p99 issues often invisible to dashboards but obvious in churn. 🔗 Check out our new post on the gap between crash-free rates and actual user experience:
blog.bitdrift.io
10 reasons not to use bitdrift: 4, you only care about crashes - bitdrift Blog
In this post, the fourth in a series investigating reasons not to use bitdrift, we’ll discuss why crash-free rates and crash reporting tools alone do not constitute a mobile observability strategy.
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bitdrift @bitdrift.io · 02/02/2026
Is OpenTelemetry the foundation for mobile observability? Not really. 🔍 OTel standardizes telemetry, but mobile has unique constraints. bitdrift stores telemetry on-device, retrieves only what matters, correlates with backend traces when investigation requires it. ⚡ blog.bitdrift.io/post/what-is...
blog.bitdrift.io
What is OpenTelemetry, and what is it not? - bitdrift Blog
OpenTelemetry is an open-source framework and software including SDKs, tracing instrumentation, and a universal collector for generating, collecting, and exporting telemetry from applications and…
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bitdrift @bitdrift.io · 29/01/2026
🚩 New in bitdrift Capture: feature flag support! See which flags and variants were exposed when crashes occurred. Filter issues by experiment. Build workflows that match on specific feature flag states. Full details: blog.bitdrift.io/post/announc...
blog.bitdrift.io
Announcing feature flag support - bitdrift Blog
Introducing feature flag support in bitdrift Capture. Correlate feature flags to issues, filter by variant, and build workflows that react to feature flag exposures.
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bitdrift @bitdrift.io · 26/01/2026
🎙️ New Beyond the Noise episode alert! Hear Gabriel Savit, Co-founder & CEO of Runway, on why mobile releases stay painfully manual, why checklists don’t fix release chaos, and a surprising “automation paradox". Listen here (or wherever you get your podcasts!) bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Why Mobile Releases Still Feel Like Chaos, with Runway CEO Gabriel Savit
Matt Klein sits down with Gabriel Savit, former iOS engineer and now co-founder & CEO of Runway, to unpack why mobile release processes remain painfully manual and coordination-heavy, even for…
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bitdrift @bitdrift.io · 14/01/2026
A traditional mobile crash tool shows you how your app crashed. bitdrift: shows you why it crashed. Mobile crash reporting is free on bitdrift. Full context included: everything you need to track and debug crashes. Try it today! #MobileCrashReporting
blog.bitdrift.io
Announcing crash reporting the way it should be: free & full of context - bitdrift Blog
Rosalind Lutsky
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bitdrift @bitdrift.io · 12/01/2026
🎙️New episode alert! Hear @tysmith.me, Principal Engineer at Uber, talk his career path, the coming validation/observability crunch, and the rise of AI-driven development. Check it out here, or wherever you get your podcasts👇 bitdrift.io/podcast/beyo...
bitdrift.io
beyond the noise - Scaling Mobile at Uber: Ty Smith on Community, Toolchains, and the Next Dev Productivity Wave
Matt Klein sits down with Ty Smith, Principal Engineer at Uber and longtime Android community pillar, to trace a career from tinkering on a Pentium at age six to building at Uber scale. They discuss m...
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