Android Daily ·
Android's official developer blog moves to developer.android.com, with a new feed
New here? How to read this issue
- Read the picks. Each tab opens with 4–5 stories ranked by how much you’d regret missing them. That takes about 3 minutes. “Start the read” shows one story at a time, and “Listen” reads them aloud.
- Stop at “You’re caught up”, or go deeper. Everything after it is the full list of what was collected today, folded away.
- Android comes first. Product & AI covers what builders are launching and discussing.
- Stable · Beta · Alpha
- Release stages. Stable is safe to ship, beta’s API is frozen but may still have bugs, alpha is experimental.
- AndroidX
- Google’s Jetpack libraries (Compose, Paging, Room…), released separately from Android itself.
- AOSP insider
- Code changes merged into Android’s open source repository. They often show an API before it’s announced.
- Lanes
- Where an Android item comes from: official, AOSP insider, experts, open-source library releases, leaks and ecosystem, community.
- Adopt now · Watch · Rumour
- What to do about it, and how sure the source is.
- Dotted underline
- An inferred claim: Claude’s reading, not something the source says.
Today’s Android picks
- #1Official
The official Android Developers Blog moves to a new home
Why it matters If you follow Android news by feed reader, switch to the new feed or you may miss official announcements.
Google closed the Android Developers Blog on Blogger and moved it to the blog section of the main Android developer site. The new blog has better formatting and sits next to the technical docs. Google asks readers to update bookmarks and feed readers today. The post lists a new feed, and it does not say whether the old one will keep updating.
- #2Official
Jetpack Compose 1.13 reaches beta
Why it matters Compose 1.13 is close to stable, so now is the time to test it and report bugs.
Version 1.13 of Jetpack Compose, Android's UI toolkit, is now in beta. This line makes the FlexBox and Grid layouts stable, adds polygon shapes, and deprecates the older text field that takes a plain string. The beta fixes a bug where the keyboard did not appear if a text field asked for focus too early. It also needs Kotlin 2.2.
- #3Official
AndroidX Collection 1.7.0 is stable
Why it matters A safe update that adds sorting and searching to the fast collections Compose already uses.
AndroidX Collection, the library of memory-efficient lists, sets and maps used inside Compose, released version 1.7.0 as stable. It adds sorting to object lists, binary search to object and number lists, and a faster get-or-put on its hash map. Float keys now hash with fewer collisions. The release notes list no breaking changes.
- #4Official
Compose Multiplatform 1.12.2 fixes an iOS text field crash
Why it matters If you ship a Compose Multiplatform app on iOS, this patch removes a crash and some visual glitches.
JetBrains released Compose Multiplatform 1.12.2, a bug fix update for its toolkit that shares Compose UI across Android, iOS, desktop and web. On iOS, it fixes a crash when a text field lost focus because a dialog opened. It also fixes flickering shadows on animated shapes, and adapts text input focus on the web for Safari 27 on iOS.
- #5Ecosystem
Samsung brings Android 17 to the Galaxy S23 and more phones
Why it matters Android 17 is reaching millions more Samsung phones, so check how your app behaves on it now.
Samsung's One UI 9 update, based on Android 17, reached the Galaxy S23 and several more Galaxy devices, according to 9to5Google. Samsung ships to many of the world's Android users, so each new device brings a large group onto the new version. Meanwhile Sony canceled a promised Android 17 update for one of its Xperia phones.
02 · Reference
Go deeper: every Android item, by lane
Official & releases
The official Android blog now lives on the main developer site with a new feed, Compose 1.13 is in beta and needs Kotlin 2.2, Collection 1.7.0 is a safe stable update, and Compose Multiplatform 1.12.2 fixes an iOS text field crash.
AndroidX library releases
Stable · safe to ship · 5
Beta · API frozen, try it before it ships · 15
- Datastore 1.3.0-rc01
- Compose Animation 1.13.0-beta01
- Compose Foundation 1.13.0-beta01
- Compose Material 1.13.0-beta01
- Compose Material3 1.5.0-beta01
- Compose Runtime 1.13.0-beta01
- Compose Ui 1.13.0-beta01
- Core 1.1.0-rc01
- Graphics 1.1.0-beta01
- Heifwriter 1.2.0-rc01
- Palette 1.1.0-rc01
- Webkit 1.18.0-rc01
- Xr Arcore 1.0.0-rc02
- Xr Runtime 1.0.0-rc02
- Xr Scenecore 1.0.0-rc02
Alpha · experimental, APIs may change · 15
- Annotation Keep 1.0.0-alpha01
- Appfunctions 1.0.0-alpha13
- Benchmark 1.6.0-alpha01
- Car App 1.9.0-alpha03
- Metalava 1.0.0-alpha16
- Compose Material3 Adaptive 1.4.0-alpha03
- Compose Remote 1.0.0-alpha21
- Compose Remote Foundation 1.0.0-alpha04
- Core Uwb 1.1.0-alpha03
- Glance Wear 1.0.0-alpha20
- Navigation3 1.3.0-alpha02
- Test Backup 1.0.0-alpha02
- Wear Compose Remote 1.0.0-alpha13
- Webgpu 1.0.0-alpha06
- Xr Glimmer 1.0.0-alpha21
Posted by the Android Developers Team Today, we are closing this chapter on Blogger and moving all official news and engineering insights directly to developer.android.com/blog . The new blog will have improved formatting, tighter integration with our technical content and be…
Google Play adds a deep link emulator and AI app comparisons, useful tools for app discovery.
Gemini 4 Argon arrives in Android Studio and the Antigravity command line for paid Gemini users.
Googlebook's preview Linux terminal runs agents in a resettable VM.
Android CLI adds device streaming and Android skills for coding agents.
The next Android Studio Canary build, for developers testing upcoming IDE features.
Newest Android Studio Rabbit 2 canary, for early adopters.
Recap of the Kotlin Foundation's Google Summer of Code projects.
Show 9 more
KotlinConf 2027 in Kraków is taking talk proposals, with advice on what gets accepted.
Verifone's architect on using Kotlin for payment systems.
JetBrains now recommends Kotlin Toolchain 0.13 for most new KMP apps.
JetBrains drops Swift editing from the Kotlin Multiplatform plugin; iOS code moves back to Xcode.
- 1.12.2new
Changes since 1.12.1 Fixes Multiple Platforms Fix flickering when animating non-rectangular graphicsLayer shadows #3465 iOS Fixed a crash when a TextField lost focus due to a Dialog being displayed #3459 Web Adapt backing text input focus behaviour for iOS Safari 27.0 #3466…
An automated build tag for Compose Multiplatform's build helpers; no user-facing change.
Internal build helper tag in the Compose Multiplatform repo; no user impact.
Compose Multiplatform 1.13 alpha 2 makes web font and image preloading stable API.
Google's Developer Knowledge API and MCP server give agents official docs.
AOSP / AndroidX insider
AndroidX changes point to Glance tiles becoming widgets on Wear OS, Perfetto counter metrics in Macrobenchmark, more interactive Remote Compose, and Navigation3 state APIs still in flux.
Remove camera-camera2-pipe ImageWrapper
CameraX's camera2-pipe layer is shedding legacy types as it replaces the older Camera2 backend.
Exposes BorderRenderer as public API
Custom components may soon draw borders the same way built-in ones do.
Remove folks from owners who are no longer working on it
No API change; ownership cleanup.
Remove shim classes in content capture
The library's minimum supported Android version has likely risen enough to drop old workarounds.
Remove stale bcv/native/current.ignore entries after 1.13.0-beta01
Compose 1.13 API is settling now that beta01 is out.
Remove mixed-metadata SMPTE ST 2094-50 dynamic ranges
Media and graphics HDR APIs are being trimmed to formats devices actually support.
Adjust NavigationState API
Navigation3 state handling is still changing before it settles; expect breaking changes in alphas.
[owners] Remove adorokhine@google.com from OWNERS
No API change; ownership cleanup.
Show 24 more
Remove COMPLICATION and rename TILE to WIDGET in WearGlanceSurface
Glance for Wear is lining up with the platform's move from tiles to widgets on watches.
Add TraceCounterMetric for querying and aggregating Perfetto counter tracks
Macrobenchmark can soon report counters such as memory or power from traces, not just timings.
Add remote compose host action APIs
Server-driven Remote Compose UI is gaining interactivity, a step toward real use in widgets and on watches.
Add @RequiresApi(37) to GlanceWearWidget.pushUpdate
Pushing Glance widget updates on Wear OS needs API 37, the next platform release.
Add Device.displayName to Health Connect Jetpack SDK
Apps can soon show a readable device name for each health record.
Add currentProfileSupports* profile capability helpers
Apps on work or private profiles get simpler capability checks.
Expose RemoteTimeVariables and RemoteConfiguration APIs
Server-driven UI can react to time and device settings without a round trip.
Add 3D position assertions to SpatialLayoutTest
XR spatial layout is being hardened with tests ahead of a stable release.
Add a restricted Anchor.nativeSpaceHandle
Android XR anchors expose a restricted native space handle for interop.
Introduce MarkupText library
A new AndroidX MarkupText library is starting.
Add MemorySnapshot.capture(pid) for processes with same UID
Memory snapshots can now target your app's other processes.
Introduce SaveableStateValue in SaveableStateRegistryImpl
Internal rework of how Compose stores saved state.
Remove ProjectedExtender#resetActions()
Projected display extender API trimmed before release.
Address API Council feedback for PullToRefresh
Pull-to-refresh API reshaped after API Council review.
Add androidx.people models and queries
A new AndroidX People library for contact data is taking shape.
Add RemoteMotionScheme to RemoteMaterialTheme in Wear Remote Material 3
Wear remote Material 3 gains a motion scheme.
Remove unneeded CoreDocument.reinflate() and RemoteDocument.reinflate()
Remote Compose drops unneeded reinflate methods.
Add InterruptionAwareAnimationSpec for custom interruption specs
Compose animations get custom behaviour when interrupted.
Expose addDataList variable ID in RemoteComposeJsonParser
Remote Compose's JSON parser exposes data list IDs.
Add showIndicatorDelayMillis optional parameter to oneHandedGesture.
Wear one-handed gestures get an indicator delay option.
Remove obsolete API 24 checks and annotations in Constraints
Old Android 7 checks removed from Constraints.
Expose AST cache keys to library group
Internal cache keys shared within a library group; no public impact.
Remove accidental log statement
Routine removal of a stray log line.
Remove `ComposeUiTestFlags` and `isMainThreadTestSynchronizationEnabledForDeviceTests`
Compose device tests now always use main-thread synchronisation.
Experts
Read Doveletter's new series on how the Compose compiler turns a function into a composable, and Chris Banes on Haze 2.0 and Compose's progressive blur.
Doveletter starts a series on how the Compose compiler turns a function into a composable.
What limits large images on Android, and how to avoid out-of-memory crashes.
Crayfish, skydoves's image cropper for Compose Multiplatform.
How Compose decides a class is unstable and what that costs.
What the Compose compiler generates from your composable functions.
Haze 2.0 adds a Glass effect and experimental native Android backdrop support.
When Compose's new progressive blur replaces Haze and when it does not.
Joe Birch pixelates composables to hide premium data from free users, across platforms.
Show 9 more
Animating number changes in Compose, useful for finance and stats screens.
CommonsWare's list of this week's new Jetpack artifacts, led by the new Annotation Keep group.
Last week's new Jetpack artifacts, from CommonsWare.
Weighs Shopify's claim that AI tips the balance from React Native back to native.
How to fix the pitfalls of Kotlin's runCatching.
A FetchingState type for loading states in Compose.
Touchlab's picks from next.app DevCon's 400 sessions.
Argues shared Kotlin code stops fast, AI-assisted mobile teams from drifting apart.
Runtime crashes from transitive dependencies drifting out of sync in multiplatform builds.
Library releases
SQLDelight 2.4.1 and Compose Unstyled 2.10.1 are safe patch updates, while Decompose 3.6.0-beta02 adds Linux targets and fixes predictive back in right-to-left layouts.
Compose Unstyled patch: in-place drawers can dismiss on outside click.
SQLDelight patch with faster code generation and Android transaction docs.
Decompose beta adds Linux targets and fixes right-to-left predictive back.
Leaks & ecosystem
Samsung's Android 17 update reaches the Galaxy S23 while Sony cancels one Xperia update, Google is retiring the Heads Up safety tool, and Gemini subscribers lose Pro model access in mid-November.
Google is retiring Android's Heads Up safety tool and building a Gemini chat for Digital Wellbeing settings.
Fast Pair may expand to health devices like blood pressure monitors.
Android Auto beta improves dual-SIM handling and moves toward a light theme.
The Play Store wishlist may get more useful.
Gemini creations may become reusable styles.
Gemini's overlay may add a Shop this action above apps.
A faster entry point for Gmail's Help Me Write.
Live Translate transcripts can now be saved on mobile.
Show 14 more
Sony canceled a promised Android 17 update for one Xperia phone, another blow to update promises.
Android earthquake alerts now show more detail and cover over 200 regions.
Daily Play Store deals roundup.
Samsung Week deals and accessory discounts.
Samsung says the iPhone Duo raised interest in its Galaxy Z Fold 8, a sign Apple is growing the foldable market.
Samsung’s Android 17-based One UI 9 update continues to pick up steam, with several more Galaxy devices joining the fray. more…
XREAL upgrades its glasses ahead of its Android XR headset, Aura, launching this year.
Mid-week Play Store app and game deals.
Chrome may add a way to copy many links at once, a feature Safari already has.
Reader poll on whether the Pixel 11 Pro's face-down light feature stuck.
- Galaxy Watch 8, Watch Ultra get another One UI 9 beta to chew on while waiting for a stable releasenew
Another One UI 9 beta for recent Galaxy watches, ahead of a stable release.
Google is telling some Gemini subscribers they lose Pro model access in mid-November unless they pay more.
Gemini for Home now responds properly to stop.
Podcast on Amazon tablets, Googlebooks and a new Google TV Streamer.
Community
See jadx-headless-mcp for agent-driven APK analysis, Google's android/skills repository for coding agents, and Tilt's two-part story on tracing a Kotlin Multiplatform data layer.
Open-source Android PDF and office toolkit built with Compose.
Runs PC games from Steam, Epic and GOG natively on Android.
The popular open-source manga reader for Android keeps trending.
An Android music client that mixes Spotify discovery with YouTube Music and lossless streaming.
A Spotify-style music client.
- gotson/komganew
A self-hosted comics and ebooks server with sync for Kobo and KOReader.
An open-source head unit app that displays Android Auto.
Show 24 more
A free music player for Android with online and offline playback.
Headless MCP server for Android APK static analysis, built directly on jadx-core. No JADX GUI required.
A YouTube Music client for Android styled after Apple Music.
An unofficial music client for Android with a Rust core built on librespot.
Kernel-based root solution for Android.
Send and read SMS from your browser.
LineageOS 24.0 brings Android 17 to custom ROM users.
The one-tap MMI code issue for dialer apps is still being discussed.
Tesla shows its 2026 Roadster.
A report that Google links your phone number across all accounts signed in on a phone drew a large privacy debate.
A 2012 essay resurfaces on Hacker News.
Late AOSP source drops push developers to disassemble system libraries to report Android bugs.
A music workstation that AI agents can drive through MCP.
A type designer on the difficult process of creating Arsenal's typeface.
Hey HN, I’m Vishnu from Agent37 ( https://agent37.com ). We build sandboxes for running AI agents at under 10% of the cost of most sandbox providers. Our customers spend an average of $0.37/month per sandbox. You can view a video walkthrough of the product here…
Debate on whether Linux phones can challenge Android and iOS.
Policy discussion on affordability, not Android-specific.
Map of Google's data centers worldwide.
Use stateIn in a ViewModel to build UI state declaratively instead of loading in init.
Tracing user-level operations, not HTTP calls, across a Kotlin Multiplatform app with OpenTelemetry.
How a small pipeline framework became the base of Tilt's shared Kotlin Multiplatform data layer.
Kotlin 2.4 can import Swift packages directly into Kotlin Multiplatform projects.
A beginner-friendly introduction to Kotlin Flows and cold streams.
Kotlin Weekly 532, led by the end of Swift editing in the KMP plugin.
Today’s Product & AI picks
- #1Across sources
Meta releases Muse Spark Open, a very large open model for coding
Why it matters Teams that host their own models now have a frontier-scale option for coding agents, free under Meta's license.
Meta released Muse Spark Open, an open-weight model with 816 billion parameters, of which 42 billion work on each token. It reads text and images, handles a context of one million tokens, and is built for coding and agent tasks. Weights are on Hugging Face and three clouds, and seven providers offer it through an API. Meta has not yet published capability scores.
- #2Fastest rising
rea lets coding agents reverse engineer apps and binaries
Why it matters Agents can now take apart Android apps, binaries and firmware with the same tools experts use.
rea is an open-source tool that topped GitHub trending, gaining about 32 thousand stars in a day. It is an MCP server, a plug-in that coding agents such as Claude Code or Codex can call. It gives them reverse engineering tools like Ghidra for binaries and JADX and Apktool for Android apps. Analysis runs on your own machine.
- #3New idea
Perplexity gives away the sandbox it uses to contain AI agents
Why it matters Containing agents is becoming shared infrastructure that teams can adopt instead of building.
Perplexity open-sourced SPACE, the sandbox it uses to stop AI agents from going rogue, Semafor reports. A sandbox is a sealed environment where an agent can run code without touching anything else. Cloud companies CoreWeave, Akamai and Crusoe agreed to offer it to their customers. On the same day, Agent37 launched low-cost agent sandboxes on Hacker News.
- #4In 2 sources
Unfenced finds land for sale next to public land
Why it matters Joining two free public datasets produced a product that topped Show HN and the front page.
Unfenced is a search site for land that borders public land, such as national forests or wilderness. It checks listings against official boundary maps from the US Geological Survey. From nearly 700 thousand active listings, it found about 13,600 qualifying properties. A small design studio built it, and it led both Show HN and the Hacker News front page.
02 · Reference
Go deeper: themes, product notes, every source
Themes across sources
Agent sandboxes · AI-driven reverse engineering · Open-weight frontier models · On-device AI · Small decision models · Agent harnesses
Agent sandboxes
Containing and supervising agents is its own market. Perplexity open-sourced its agent sandbox with cloud partners, Agent37 launched cheap sandboxes on Hacker News, Buddy added isolated machines for coding agents, Opsin raised money to watch agents at work, and withHuman adds a human approval step.
Why now. Agents now run long tasks unattended with real permissions, so isolation, cost and approval have become operational needs.
More
AI-driven reverse engineering
Agents are being handed reverse engineering tools. rea topped GitHub with one MCP server for binaries, APKs and firmware, a front-page post used AI to reverse engineer hardware, a headless JADX server lets agents read Android APKs, and Ghidra itself is trending again.
Why now. MCP gives agents a standard way to drive command-line analysis tools, and models are now good at reading decompiled code.
Open-weight frontier models
Big open-weight releases keep landing. Meta's Muse Spark Open led Hacker News and trends on Hugging Face, alongside Qwen3.8 27B, MiniCPM-V 4.7 and Liquid AI's LFM2.5.
Why now. Mixture-of-experts models keep the active size small, so very large open models are practical to host and to offer through many API providers.
On-device AI
Small models keep moving work onto your own hardware. EmbeddingGemma 2 is the top model on Hugging Face, a guide sizes it for small servers, MiniCPM-V ships a 1 billion parameter version, and several launches convert documents or bank statements without uploading them.
Why now. Small embedding and vision models now perform well enough on laptops and phones, and privacy is a selling point.
Small decision models
Models that only make quick, typed choices keep spreading. A front-page post tests the Jev decision model on trolley-problem dilemmas, a decision-model leaderboard trends on Hugging Face, Nimble and Brussle launched on Product Hunt, and two new papers train decision models that share control with language models.
Why now. Agents make many small routing and approval calls per task, so cheap, fast, typed decisions matter more than raw intelligence.
Agent harnesses
The programs that run coding agents are now products. Superpowers, ECC and ruflo keep climbing GitHub, OpenMuse launched a self-hosted assistant for any harness, a Hugging Face space trains across several harnesses, and the Unified Harness Protocol aims to standardize them.
Why now. Model quality has converged enough that the workflow, memory and rules around the model decide results.
Product notes
Who each product is for, the problem, why now, its wedge and how it makes money. Today’s picks first.
Muse Spark Open
- What
- Meta released Muse Spark Open, an open-weight model with 816 billion parameters, 42 billion active per token, a one million token context, and image and text input, built for coding and agent work.
- For whom
- Teams that want a frontier-class coding and agent model they can host themselves or rent from many API providers.
- Problem
- The strongest coding models are closed, so teams that need control over hosting, cost or data have to settle for weaker open ones.
- Why now
- Mixture-of-experts designs keep the active size near 42 billion, which makes an 816 billion model practical to serve; Meta says it even runs on two Mac Studios.
- Wedge
- Day-one availability on Hugging Face, three clouds and seven API providers, so trying it costs no setup.
- Money
- Free under the Muse Model License with limited commercial terms; Meta does not sell it directly.
- Like
- Qwen3.8 · DeepSeek V4 · Kimi K3 · Llama 4
The launch page has a benchmark heading but no capability scores, and the full evaluation report is still to come.
LessonLaunch where developers already are: many hosts on day one turned an open-weight release into the top story on Hacker News.
morluto/rea
- What
- rea is an open-source MCP server that lets coding agents reverse engineer software, from native binaries and Android APKs to Electron apps, websites and firmware.
- For whom
- Security researchers and engineers who need to understand software they did not write, using an agent such as Claude Code, Codex, Cursor or Gemini CLI.
- Problem
- Reverse engineering means juggling many tools, such as Ghidra, JADX, Apktool and tshark, and stitching their output together by hand.
- Why now
- Agents can now drive command-line tools reliably through MCP, so one server can hand them a full reverse engineering toolbox.
- Wedge
- One setup command registers it with the popular coding agents and reuses tools you already have installed.
- Money
- MIT-licensed open source, no business model yet; commercial tools such as IDA must be licensed separately.
- Like
- Ghidra · IDA Pro · GhidraMCP · jadx-mcp
LessonWrap an expert workflow, not a single tool: the value is that the agent gets every reverse engineering tool behind one interface.
Perplexity open sources SPACE, its AI agent sandbox, and says partners including CoreWeave, Akamai, and Crusoe agreed to offer SPACE to customers (Reed Albergotti/Semafor)
- What
- Perplexity open-sourced SPACE, the sandbox it uses to contain AI agents, and says CoreWeave, Akamai and Crusoe will offer it to customers.
- For whom
- Companies running AI agents that execute code or browse, which need to stop a misbehaving agent from doing damage.
- Problem
- Agents with tool access can delete data, leak secrets or run away with compute, and most teams build their own containment.
- Why now
- Agents now run unattended for long tasks, so containment has moved from an option to a requirement.
- Wedge
- Giving away a sandbox that is already proven in production, with infrastructure partners distributing it.
- Money
- Open source, no model stated; it likely builds goodwill and an ecosystem around Perplexity's agent stack.
- Like
- E2B · Daytona · Modal Sandboxes · Firecracker
LessonOpen-sourcing internal infrastructure can turn a cost center into distribution when partners resell it.
Show HN: Unfenced – Land for sale that borders public land
- What
- Unfenced lists land for sale that touches public land, such as national forests or wilderness, by checking listings against official boundary maps.
- For whom
- People shopping for rural land who want it to border public land for hunting, hiking or privacy.
- Problem
- Listings rarely say whether a parcel touches public land, so buyers check maps by hand one property at a time.
- Why now
- Public boundary data such as the US Geological Survey's protected areas database is free and detailed enough to match against parcel data at scale.
- Wedge
- One narrow question answered for every listing: about 13,600 qualifying properties found among nearly 700 thousand searched.
- Money
- No pricing; it is a side project of a design studio with a tip link.
- Like
- LandWatch · onX Hunt · Zillow
LessonJoin two public datasets to answer a question listings never answer; the narrow filter is the product.
google/embeddinggemma-2
- What
- EmbeddingGemma 2 is Google DeepMind's small embedding model: about 740 million parameters that turn text, code, images, video and audio into one shared vector space.
- For whom
- App developers building search, retrieval or classification that should run on a phone or laptop.
- Problem
- Semantic search over mixed media usually needs a cloud embedding API, which adds cost, delay and privacy risk.
- Why now
- Small models now match larger ones on retrieval, and phones have enough memory to run them.
- Wedge
- One small model for every media type, with outputs you can shrink from 768 to 128 numbers to save space.
- Money
- Apache 2.0 open weights; it pulls developers toward the Gemma family and Google's tooling.
- Like
- OpenAI text-embedding-3 · Nomic Embed · Jina embeddings · EmbeddingGemma
LessonShrinkable outputs let one model fit both a phone and a server; design for the smallest target first.
Launch HN: Agent37 (YC F26) – Low-cost agent sandboxes for running agents
- What
- Agent37 sells sandboxes for running AI agents, at what it says is under a tenth of the cost of most sandbox providers.
- For whom
- Teams that run many agents and pay per sandbox; it says customers spend about 37 cents a month per sandbox.
- Problem
- Sandbox providers price for heavy compute, which is costly when most agents sit idle.
- Why now
- Agent workloads have grown from demos to fleets, so per-sandbox cost now shows up on the bill.
- Wedge
- Price: a launch built around an order-of-magnitude cheaper sandbox.
- Money
- Usage-based sandbox hosting.
- Like
- E2B · Daytona · Modal
LessonWhen a category is new, a large price cut can be the whole wedge; it works only if your costs are structurally lower.
AI Sandboxes by Buddy
- What
- Buddy, a CI and deployment company, now offers isolated cloud machines for AI coding agents.
- For whom
- Teams that let coding agents run builds and tests and want them off developer laptops.
- Problem
- Agents running locally can damage a machine or leak credentials, and parallel agents compete for one computer.
- Why now
- Coding agents now run long tasks in parallel, which needs disposable machines.
- Wedge
- Reusing the build infrastructure Buddy already runs for CI.
- Money
- Paid cloud machines, likely metered like its CI minutes.
- Like
- E2B · GitHub Codespaces · Daytona
LessonAdjacent infrastructure is a fast route into a new category: a CI company already knows how to run throwaway machines.
withHuman
- What
- withHuman is an open-source layer that pauses an AI agent and asks a person to approve an action before it runs.
- For whom
- Teams deploying agents that touch money, customers or production systems.
- Problem
- Teams either trust agents fully or hard-code approval steps into each workflow.
- Why now
- Agents are now trusted with real actions, and regulators and customers ask who approved them.
- Wedge
- Open source and narrow: just the approval step, which any agent framework can call.
- Money
- Open source, no model stated; a hosted version with audit logs is the likely path.
- Like
- HumanLayer · LangGraph interrupts · Slack approval bots
LessonSell the missing control, not the agent: a small trust layer can ride every agent framework.
Tiden
- What
- Tiden checks whether a coding agent's changes match what you asked it to do.
- For whom
- Developers who review pull requests written by coding agents.
- Problem
- Agents can drift from the request, and reviewers have to read every diff to notice.
- Why now
- Agents now open many pull requests a day, more than people can review closely.
- Wedge
- A single question, did the change match the intent, rather than a full code review.
- Money
- Not stated.
- Like
- CodeRabbit · Graphite Reviewer · Polylane
The listing gives a one-line claim with no detail on how intent is checked or how accurate it is.
LessonVerification grows with generation: the more code agents write, the more a narrow checker is worth.
1013503897/jadx-headless-mcp
- What
- jadx-headless-mcp is an MCP server for static analysis of Android APKs, built directly on the JADX decompiler with no desktop app needed.
- For whom
- Android security researchers and developers who want an agent to inspect an APK.
- Problem
- JADX is a desktop tool, so an agent cannot drive it without a person clicking through the interface.
- Why now
- Coding agents speak MCP, so a headless wrapper turns a classic tool into agent-ready infrastructure.
- Wedge
- Headless and agent-first: it runs on a server or in CI.
- Money
- Open source, no model.
- Like
- JADX · rea · apktool
LessonMany classic developer tools are one headless wrapper away from being agent tools.
android/skills
- What
- android/skills is a repository of Agent Skills for Android development in the official Android GitHub organization, trending in Kotlin today.
- For whom
- Android developers using coding agents who want them to follow current Android practice.
- Problem
- Agents often write outdated Android code because their training data is older than the current APIs.
- Why now
- Google is putting agents at the center of Android tooling, including the Android CLI, which now ships Android skills.
- Wedge
- Skills are plain files any agent can load, so they work outside Google's own tools.
- Money
- Free; it supports Google's Android and Gemini tools.
- Like
- Android CLI · Gemini in Android Studio · Cursor rules
LessonPlatform owners can steer AI-written code by publishing guidance in the format agents read.
PlaceCall by VOYGR – The phone is the last API
- What
- PlaceCall by VOYGR is an API that finds businesses and calls them in parallel to get answers, quotes and bookings.
- For whom
- Apps and agents that need information only available by phone, such as prices, availability or bookings.
- Problem
- Many local businesses have no API or online booking, so getting an answer means a person on the phone.
- Why now
- Voice models can now hold short business calls, which makes the phone callable from code.
- Wedge
- Calling many businesses at once and returning structured answers.
- Money
- Usage-based API pricing.
- Like
- Bland AI · Vapi · Google Duplex
LessonTreat the oldest interface as an API: where there is no integration, an agent can be the integration.
Show HN: Sygal – Convert PDFs, scans and web pages to Markdown, locally
- What
- Sygal converts PDFs, scanned documents and web pages to Markdown on your own computer.
- For whom
- People feeding documents to AI tools who cannot upload them to a cloud service.
- Problem
- Cloud converters see your documents, and local tools handle scans and layouts poorly.
- Why now
- Small local vision and OCR models are now good enough to read scans on a laptop.
- Wedge
- Local processing as the main promise.
- Money
- Not stated.
- Like
- Marker · Docling · MinerU
LessonPrivacy is a feature you can lead with when the input is a document people would not email.
Show HN: Flipflop – Iroh-powered persistent tunnels for filesharing
- What
- Flipflop is an open-source app that keeps persistent, direct tunnels between devices for sharing files, built on the Iroh networking library.
- For whom
- People moving files between their own devices or with trusted people, who found LocalSend-style tools limiting.
- Problem
- Local transfer apps only work on the same network, and cloud sharing goes through a third party.
- Why now
- Peer-to-peer libraries such as Iroh handle connection setup across networks, so an app can skip running a relay service.
- Wedge
- A standing connection to trusted contacts instead of one-off transfers.
- Money
- Open source, no model.
- Like
- LocalSend · Syncthing · Tailscale Taildrop
LessonA new networking layer makes old product ideas cheap again: check what infrastructure now comes free.
mksglu/context-mode
- What
- context-mode shrinks what tool output takes up in a coding agent's context, saves session memory, and routes calls across many agent platforms through MCP and hooks.
- For whom
- Developers whose coding agents burn context on long command output.
- Problem
- Raw tool output fills the context window, which raises cost and makes the agent forget earlier work.
- Why now
- Long agent sessions are now common, so context is the scarce resource.
- Wedge
- It claims a 98 percent reduction in tool output, a single measurable promise.
- Money
- Open source, no model.
- Like
- caveman · xerj · Claude Code compaction
The 98 percent figure is the project's own claim, with no independent test.
LessonWhen a resource gets scarce, a tool that saves it sells itself; lead with the number.
By source
Everything collected today from GitHub Trending, Product Hunt, Show HN, HN front page, YC Launches, HF trending models, HF trending spaces, HF daily papers, Lobsters, Dev.to top, Techmeme, in each source’s own order.
GitHub Trending
Reverse engineer anything with agents, from app behavior down to native binaries.
Anthropic now curates an official directory of Claude Code plugins, a sign plugins are becoming a distribution channel.
177 ready-made skills that turn general agents into science assistants; skills as a distribution format.
A viral joke skill with a real point: terse agent output can cut token costs sharply.
Voice cloning, dubbing and transcription that run fully on your own machine, as an open-source ElevenLabs alternative.
A widely used skills framework that gives coding agents a repeatable development method.
- ruvnet/ruflonew
A harness for coordinating swarms of agents, still climbing as multi-agent setups spread.
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
Show 5 more
The NSA's reverse engineering suite trends alongside agent-driven reverse engineering tools.
- affaan-m/ECCnew
Packages skills, memory and security rules for several coding agents at once; the harness is becoming the product.
A new LLM inference engine chasing raw speed; worth watching if you serve open models.
Indexes code and data so agents stop burning tokens on repeated grep and sed searches.
A self-hosted video site builder trending on GitHub; mostly of interest to Chinese-speaking users.
Product Hunt
- GLM-Legalnew
Z.ai ships a model tuned for contract review, part of the move to vertical legal models.
- OpenMusenew
A self-hostable personal assistant that plugs into whichever agent harness you already use.
- Nostaliganew
Turns your listening history into a memory journal; a nostalgia angle on music data.
- Atticusnew
Push-to-talk control of your Mac: hold a key, say what you want, and it acts.
- Audimatenew
An assistant that works inside existing apps instead of asking you to switch to a chat window.
- SaidTracenew
Private voice memos where you pick which AI model processes them.
- Navigenew
Budget caps and cost controls for AI agents before a runaway loop drains your account.
- Lleveragenew
Agents for back-office work in logistics and manufacturing, where paperwork still runs on email.
Show 42 more
- CinemaLutnew
Extracts the color grade of any film frame as a reusable lookup table.
- Chatway MCPnew
Lets ChatGPT or Claude answer support tickets through MCP, with no custom integration.
A open-source human approval layer for AI Agents
- siliXonnew
Describe a circuit in plain English and get a board you can order; hardware design meets text prompts.
Agent memory that runs locally with small models such as Gemma.
- Talanoanew
Email redesigned to feel like a chat thread.
- Backdropnew
A builder for AI coworkers that handle a team's repeated workflows.
Robot AI models served from the cloud, so robots do not need large onboard compute.
- Reelbirdnew
An open-source screen recorder that combines Loom-style sharing with polished Screen Studio-style edits.
- Kerno 1.0new
An AI agent that tests backend behavior at runtime, aimed at QA for APIs.
Ubuntu 26.10 ships GNOME 51 and Rust-based core utilities, a notable step for Rust in Linux basics.
- Daddy Issuesnew
A weekly family planning briefing aimed at fathers.
Flags pull requests likely to break production before they merge.
- Brusslenew
Tunes the Jev decision model on your own data to improve its accuracy.
- Superdraftnew
Finds moments to email customers based on their activity, then drafts the email.
- Rushilonew
Edit video by giving instructions to Claude Code or Codex; coding agents as a general command line.
Apple's new home dashboard for connected devices.
Shows what you can build from a data source before you connect it, which lowers the first step.
- Afterpartynew
Turns meeting outcomes into follow-up actions automatically.
- Shrinenew
A place to keep, run and manage your AI agents.
- Fwrdnew
Forwards iPhone texts into Slack, Discord or Telegram.
Isolated cloud machines for your AI coding agents
A Blender add-on that animates faces from an audio track.
- CmdRoundnew
Tests how engineering candidates work with AI tools, a new kind of technical interview.
Observability for NestJS apps with no setup.
A branded FAQ page that updates itself from the questions people really ask.
- CodeCrabnew
Another AI code reviewer, competing on analysis depth and integrations.
Spotify offers its product experimentation tooling to other teams, pitched as speed with control.
Translates documents while keeping artwork and layout.
An AI interviewer for first-round job screening.
A second brain that organises itself and makes suggestions; memory moving from storage to action.
A discovery feed for agents rather than people; content platforms court agent readers.
Catches webhooks and generates TypeScript types from their payloads.
Intent verification for coding agents
Serverless inference that refunds credits for failed calls; pricing on reliability.
Generates personalised guided audio such as meditation and breathing.
Open-source clipper that turns long videos into short ones.
Controls a Mac with eye gaze and winks.
Another decision model launch, with a state-of-the-art claim and no detail in the listing.
Microsoft's in-house AI chip, pitched at multi-gigawatt scale; hyperscalers keep building their own silicon.
Workspaces that switch with your task context.
Pitched as Vercel for go-to-market: deploy-style workflows for sales and marketing.
Show HN
This is a project that spun from my frustrations of using LocalSend and DashBeam to transfer stuff between devices, and with the extra goal of being fast, trying out the Slint framework and, most importantly, establishing a communication channel with trusted external people that…
A Rust web framework that renders one app to several targets with fast server-side rendering.
Build terminal UIs in Lua.
A popular terminal themes collection turned into a web app for previewing them.
Ask a technical question and get an animated explainer you can interrupt with follow-ups.
A method for structuring work so coding agents produce more predictable results.
HN front page
https://dev.meta.ai/resources/blog/build-with-muse-spark-ope... https://huggingface.co/meta-models/Muse-Spark-Open-816B-A42B https://9to5mac.com/2026/10/15/meta-launches-new-muse-spark-...
A researcher argues neural networks are far more interpretable than assumed; big if it holds.
A Linux desktop that brings back skeuomorphic design.
Reporting says targeted ads were used to deliver zero-click spyware, raising the stakes for ad networks and mobile security.
A popular post puts the Jev decision model through trolley-problem dilemmas.
- What I self-hostin 2 sources
One developer's self-hosting stack.
Krea's third image model focuses on editing at scale rather than generating from scratch.
Show 22 more
A debugging story about someone interfering with a self-hosted media setup through torrent sites.
Libreboot adds UEFI and Chromebook support, widening free firmware options.
Fortran turns 70 and still runs a large share of scientific computing.
Withings now charges new users yearly for Apple Health syncing, a test of paywalling basic integrations.
A product story about a temporary snack that became a permanent brand.
A new color E Ink panel generation, relevant to e-readers and low-power displays.
A GNOME developer shows AI helping reverse engineer hardware for Linux drivers.
Phil Zimmermann's classic essay on why he wrote PGP, back in discussion.
Timekeepers will stop adding leap seconds to UTC, removing a classic source of time bugs.
Meta's new terms let it scrape websites linked to business accounts from 30 October.
An explainer on the mechanics of articulated buses.
Route signing now protects 70 percent of internet routes, making hijacks harder.
Apple cools its foldable iPhone with a graphite pipe through the hinge.
A look back at a major ICQ security hole from 1998.
Stream any Mac window to an iPhone or iPad.
A BeBox emulator for Haiku, for fans of the BeOS lineage.
A developer thanks Deno, a sign of the runtime's place in the JavaScript world.
Argues that non-deterministic model output matters less than people fear in real systems.
Rules that steer coding agents through adaptive workflows; another take on agent guardrails.
A review of a famously long and demanding new game.
Compares how Google and Igalia contribute to Chromium, useful for anyone following browser engine work.
A speculative piece on how sauropods might have lived.
YC Launches
Find the right businesses. Call them in parallel. Get answers, quotes, and bookings – all through one API.
AI agents that help regulators find consumer protection violations early.
Software that prepares in-house legal requests before a lawyer sees them.
Agents that support engineers signing mine safety reports, already on five mine sites.
Agents run law firm operations while a lawyer approves every step.
A common protocol that connects industrial systems so AI can coordinate them.
Lets SaaS companies deploy into customer clouds or air-gapped sites, for buyers who demand data control.
One software layer that runs many robots across solar farms and data centers.
Show 12 more
A rocket startup with a simplified engine that says it has 400 million dollars in launch reservations.
Agents that learn a team's unwritten know-how by watching how the best people work.
An open standard for running agent harnesses as an app backend, now adopted by Alibaba's Qoder.
Adds an agentic front end to an existing SaaS product, with bring-your-own-key.
An API that keeps telling humans from bots and agents; verification as infrastructure.
AI assistant for home services sales reps.
Turns general-purpose robots into a dependable workforce.
An early test for Alzheimer's biomarkers.
AI partner for architecture, engineering and construction firms.
Predicts what to post, then runs it across social channels and ads.
Mass-produced standard spacecraft, aiming for 10 thousand a year by 2031.
Structures medical device information for surgeons; today's most-voted YC launch.
HF trending models
A model that makes AI text read as human-written; demand for detection evasion is real and contentious.
Faster Qwen-Image 2.1 variant; Qwen image models dominate today's Hugging Face columns.
MiniCPM-V 4.7, an open vision-language model with 3 billion active parameters.
Fish Audio's speech model reaches version 3.
Lightricks's open video model moves to version 2.5.
Liquid AI's model with 24 billion parameters and about 2 billion active, aimed at agents on laptops.
Community fine-tune on a 27 billion parameter base.
Show 10 more
Qwen's mid-size 27 billion parameter release, a sweet spot for local use.
Baidu's OCR model aimed at long documents.
A merge that lists every frontier model in its name; treat such claims with caution.
The open weights for Meta's Muse Spark Open, trending on Hugging Face.
A 1 billion parameter vision-language model small enough for phones.
A smaller Flux 3 image model from Black Forest Labs, easier to run on modest hardware.
A small 3 billion parameter model with a matching demo space.
The ComfyUI build of the smaller Flux 3 image model.
Meta's Segment Anything 3 trends again for cutting objects out of images and video.
Cloudflare's own model keeps trending; edge providers moving up the stack.
HF trending spaces
A leaderboard for decision models such as Jev.
A Hugging Face space that generates short videos automatically.
Viggle's turbo Qwen-Image demo; companies use Hugging Face as a distribution channel.
A Hugging Face space that generates news summaries automatically.
Tracks which models are gaining popularity.
Turbo variant demo of Krea 2.
A demo of Fish Audio's Drama 3 expressive speech model.
Show 7 more
Hosted demo of Qwen-Image 2.1 Turbo.
Experimental pipeline mixing Qwen and Flux image models.
A demo of the smaller Flux 3 image model.
LightOn's OCR 3 demo; open document reading keeps improving.
An experimental fast image editing space built on Qwen Image Edit.
Reinforcement learning across several agent harnesses at once.
HF daily papers
A benchmark for how well multimodal models find and understand moments in video.
Speeds up streaming video generation by skipping refinement where it is not needed.
Tests whether generated videos describe a consistent 3D world, key for using them as simulators.
One diffusion language model that both understands and generates images.
Runs long agent tasks on device and calls the cloud only for hard steps, relevant to on-device agents.
A cheaper way to align image generators with reinforcement learning.
Generates e-commerce product images end to end.
Lets coding agents build editable, checkable 3D worlds as code.
Show 12 more
An agent that watches streaming video the way people do: observe, remember, investigate.
Spatial memory makes video world models cheaper to run over long sequences.
- Terminal-RSI: Recursive Self-Improving Terminal Agents via Recursive Self-Rewrite and Policy-Refinenew
Terminal agents that improve by rewriting their own policies from verifier feedback.
- JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMsnew
Benchmarks decision models that share control with a large language model to cut cost per step.
Builds coding-agent test tasks from historical bug fixes, at scale.
Better 3D scene reconstruction from any set of photos.
Finds that better visual features do not always mean better self-driving.
Aligns driving world models with simulated trajectories.
Measures how well video world models remember what happened earlier.
Cheaper audio source separation by choosing frequency bands dynamically.
Linear-time attention that handles longer inputs than it was trained on.
- Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modelingnew
Fast multimodal decisions by predicting choices instead of generating free text.
Lobsters
A practical comparison of JPEG XL and AVIF for web images.
A developer's conventions for writing modern C23.
decomp.dev, a hub for game decompilation projects, is shutting down.
A Rust point release with fixes.
- Haxy on Haxynew
A git forge hosted on itself, as its developer dogfoods it.
Debate over how much Anthropic's Scion source control borrows from Meta's Mononoke.
Forgejo 17, a community-run self-hosted Git forge, is out.
Timekeepers will stop adding leap seconds to UTC, removing a classic source of time bugs.
Show 17 more
Linus Torvalds sets out his view on AI-assisted Linux kernel patches.
A look at an unusual graphical interface project.
Encrypted relays for the object-capability network protocol OCapN.
A write-up arguing Epic's new anti-cheat is easy to bypass.
Microsoft Defender on Linux, discussed by Linux users.
How Gleam checks that a match covers every case.
A faster, friendlier command line for common OpenSSL tasks.
Argues remote attestation takes control away from device owners, relevant to Play Integrity debates.
The Haxy git forge goes live, with a devlog of how it was built.
Libreboot adds UEFI and Chromebook support, widening free firmware options.
Mozilla launches Firefox Enterprise for managed company deployments.
- What I self-hostin 2 sources
One developer's self-hosting stack.
A font that renders Japanese furigana reading aids by itself.
An essay on what religious studies can teach software engineering.
String views as a fix for C string pitfalls.
A geometric way to think about software maintenance cost.
A self-hosting setup built on Incus OS.
Dev.to top
A maintainer used AI to get through painful Angular upgrades.
Checks whether an agent's commit message matches what its diff actually changed.
A fun comparison of natural languages through programming language design.
A small open model that prices Etsy shops on a laptop.
An offline checker that flags risky machine translations for human translators.
An Apple API failure that passed device tests, and the build checks added afterwards.
A side project that compares cars before you buy.
- How Docker Works Under the Hood: Watch Namespaces Isolate a Container and cgroups Stop a Fork Bombnew
A hands-on look at how Linux namespaces and cgroups make containers work.
Show 12 more
On why skilled developers find it harder to stop thinking about code.
A benchmark showing DuckDB 2.0 alpha row triggers cost about three times a plain insert.
A small experiment on whether the AI tool or the spec decides app quality.
A small open model that spots freelance scope creep in client messages.
A side project that publishes updates with a tip jar.
A local Gemma model that drafts polite out-of-scope replies to clients.
Turns a client chat into an invoice automatically.
A small model reads a kitchen's WhatsApp group to forecast tomorrow's orders.
The story of the Xbox 360 reset glitch hack and its nine-year tool history.
A local model that warns freelancers about unpaid extra work.
Converts bank statement PDFs to spreadsheets locally and checks every row against the running balance.
Sizes EmbeddingGemma 2 for small cloud instances and shows when a GPU starts to pay off.
Techmeme
RapidCanvas raised about 29 million dollars for agents that build custom AI tools for businesses.
Delays and penalties at AI cloud provider Nscale ahead of its planned IPO.
Microsoft's new base model claims much better training efficiency than DeepSeek's, by Microsoft's own numbers.
OpenAI is pushing ChatGPT ads toward smaller businesses with lower rates.
The White House AI task force starts a 120-day review, including a risk report.
Opsin raised 21 million dollars to show where agents are active and what data they touch.
Conflicting reports on who limited Ukraine's access to SpaceX's Starshield.
Netflix changes its chief content officer.
Show 7 more
Bluesky's AI feed builder can now generate small sites and games on its protocol.
Reports say Anthropic's expected IPO valuation fell after slower revenue growth.
Experts say Meta's new terms allow scraping sites tied to business accounts, with no opt out.
Proofpoint plans to buy data security firm Varonis for about 6.3 billion dollars.
A US official disputes reports about limits on Ukraine's Starshield access.
Goodfire research argues most neurons are understandable even in trillion-parameter models.
- Perplexity open sources SPACE, its AI agent sandbox, and says partners including CoreWeave, Akamai, and Crusoe agreed to offer SPACE to customers (Reed Albergotti/Semafor)newcard
Reed Albergotti / Semafor : Perplexity open sources SPACE, its AI agent sandbox, and says partners including CoreWeave, Akamai, and Crusoe agreed to offer SPACE to customers — THE SCOOP — Perplexity is giving away the software it has been using to combat rogue AI agents, the…
About this issue
Source health
Which sources were fetched today, and how many items each returned.
| Source | Section | Items | Status |
|---|---|---|---|
| GitHub Trending | Main | 13 | ok |
| Product Hunt | Main | 50 | ok |
| Show HN | Main | 8 | ok |
| HN front page | Main | 30 | ok |
| YC Launches | Main | 20 | ok |
| HF trending models | Main | 20 | ok |
| HF trending spaces | Main | 20 | ok |
| HF daily papers | Main | 20 | ok |
| Lobsters | Main | 25 | ok |
| Dev.to top | Main | 20 | ok |
| Techmeme | Main | 15 | ok |
| AndroidX releases | Android · Official & releases | 37 | ok |
| Android Developers Blog | Android · Official & releases | 5 | ok |
| Android Studio releases | Android · Official & releases | 2 | ok |
| Kotlin blog | Android · Official & releases | 5 | ok |
| Kotlin releases | Android · Official & releases | 0 | ok |
| Compose Multiplatform releases | Android · Official & releases | 4 | ok |
| Android Developers YouTube | Android · Official & releases | 0 | failed |
| Kotlin on YouTube (JetBrains) | Android · Official & releases | 0 | failed |
| Google Developers Blog | Android · Official & releases | 1 | ok |
| AndroidX merged API changes | Android · AOSP / AndroidX insider | 32 | ok |
| Dove Letter (skydoves) | Android · Experts | 5 | ok |
| skydoves on Medium | Android · Experts | 0 | ok |
| Jake Wharton | Android · Experts | 0 | ok |
| Zac Sweers | Android · Experts | 0 | ok |
| Chris Banes | Android · Experts | 2 | ok |
| Ryan Harter | Android · Experts | 0 | ok |
| Talking Kotlin | Android · Experts | 0 | ok |
| Joe Birch | Android · Experts | 2 | ok |
| CommonsWare (Mark Murphy) | Android · Experts | 2 | ok |
| TechYourChance (Vasiliy Zukanov) | Android · Experts | 1 | ok |
| Kt. Academy (Marcin Moskała) | Android · Experts | 2 | ok |
| Touchlab (Kotlin Multiplatform) | Android · Experts | 3 | ok |
| Landscapist releases | Android · Library releases | 0 | ok |
| Balloon releases | Android · Library releases | 0 | ok |
| Sandwich releases | Android · Library releases | 0 | ok |
| Cloudy releases | Android · Library releases | 0 | ok |
| Compose Stability Analyzer releases | Android · Library releases | 0 | ok |
| Haze releases | Android · Library releases | 0 | ok |
| Compose Unstyled releases | Android · Library releases | 1 | ok |
| Coil releases | Android · Library releases | 0 | ok |
| Circuit releases | Android · Library releases | 0 | ok |
| Metro releases | Android · Library releases | 0 | ok |
| Molecule releases | Android · Library releases | 0 | ok |
| Turbine releases | Android · Library releases | 0 | ok |
| Paparazzi releases | Android · Library releases | 0 | ok |
| SQLDelight releases | Android · Library releases | 1 | ok |
| OkHttp releases | Android · Library releases | 0 | ok |
| Retrofit releases | Android · Library releases | 0 | ok |
| LeakCanary releases | Android · Library releases | 0 | ok |
| Koin releases | Android · Library releases | 0 | ok |
| Dagger / Hilt releases | Android · Library releases | 0 | ok |
| KSP releases | Android · Library releases | 0 | ok |
| kotlinx.coroutines releases | Android · Library releases | 0 | ok |
| kotlinx.serialization releases | Android · Library releases | 0 | ok |
| Ktor releases | Android · Library releases | 0 | ok |
| Apollo Kotlin releases | Android · Library releases | 0 | ok |
| Kermit releases | Android · Library releases | 0 | ok |
| Store releases | Android · Library releases | 0 | ok |
| Decompose releases | Android · Library releases | 1 | ok |
| Orbit MVI releases | Android · Library releases | 0 | ok |
| Roborazzi releases | Android · Library releases | 0 | ok |
| detekt releases | Android · Library releases | 0 | ok |
| ktlint releases | Android · Library releases | 0 | ok |
| MockK releases | Android · Library releases | 0 | ok |
| Lottie releases | Android · Library releases | 0 | ok |
| Authority Insights (leaks & teardowns) | Android · Leaks & ecosystem | 8 | ok |
| 9to5Google · Android | Android · Leaks & ecosystem | 8 | ok |
| Android Authority | Android · Leaks & ecosystem | 6 | ok |
| Android Faithful | Android · Leaks & ecosystem | 1 | ok |
| Android Weekly | Android · Community | 0 | failed |
| GitHub Trending · Kotlin | Android · Community | 13 | ok |
| Lobsters · android | Android · Community | 3 | ok |
| HN · Android | Android · Community | 10 | ok |
| ProAndroidDev | Android · Community | 5 | ok |
| Kotlin Weekly | Android · Community | 1 | ok |
| Philipp Lackner (YouTube) | Android · Community | 0 | failed |