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Web Speech API on HN Threads

https://toulas.ch/projects/hn-readaloud/
1•etoulas•1m ago•0 comments

ArtisanForge: Learn Laravel through a gamified RPG adventure – 100% free

https://artisanforge.online/
1•grazulex•2m ago•1 comments

Your phone edits all your photos with AI – is it changing your view of reality?

https://www.bbc.com/future/article/20260203-the-ai-that-quietly-edits-all-of-your-photos
1•breve•3m ago•0 comments

DStack, a small Bash tool for managing Docker Compose projects

https://github.com/KyanJeuring/dstack
1•kppjeuring•4m ago•1 comments

Hop – Fast SSH connection manager with TUI dashboard

https://github.com/danmartuszewski/hop
1•danmartuszewski•4m ago•1 comments

Turning books to courses using AI

https://www.book2course.org/
1•syukursyakir•6m ago•0 comments

Top #1 AI Video Agent: Free All in One AI Video and Image Agent by Vidzoo AI

https://vidzoo.ai
1•Evan233•6m ago•1 comments

Ask HN: How would you design an LLM-unfriendly language?

1•sph•8m ago•0 comments

Show HN: MuxPod – A mobile tmux client for monitoring AI agents on the go

https://github.com/moezakura/mux-pod
1•moezakura•9m ago•0 comments

March for Billionaires

https://marchforbillionaires.org/
1•gscott•9m ago•0 comments

Turn Claude Code/OpenClaw into Your Local Lovart – AI Design MCP Server

https://github.com/jau123/MeiGen-Art
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An Nginx Engineer Took over AI's Benchmark Tool

https://github.com/hongzhidao/jsbench/tree/main/docs
1•zhidao9•11m ago•0 comments

Use fn-keys as fn-keys for chosen apps in OS X

https://www.balanci.ng/tools/karabiner-function-key-generator.html
1•thelollies•12m ago•1 comments

Sir/SIEN: A communication protocol for production outages

https://getsimul.com/blog/communicate-outage-to-ceo
1•pingananth•13m ago•1 comments

Show HN: OpenCode for Meetings

https://getscripta.app
1•whitemyrat•14m ago•1 comments

The chaos in the US is affecting open source software and its developers

https://www.osnews.com/story/144348/the-chaos-in-the-us-is-affecting-open-source-software-and-its...
1•pjmlp•15m ago•0 comments

The world heard JD Vance being booed at the Olympics. Except for viewers in USA

https://www.theguardian.com/sport/2026/feb/07/jd-vance-boos-winter-olympics
53•treetalker•17m ago•11 comments

The original vi is a product of its time (and its time has passed)

https://utcc.utoronto.ca/~cks/space/blog/unix/ViIsAProductOfItsTime
1•ingve•24m ago•0 comments

Circumstantial Complexity, LLMs and Large Scale Architecture

https://www.datagubbe.se/aiarch/
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Tech Bro Saga: big tech critique essay series

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https://calculus.academa.ai/
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https://github.com/Kristian5013/flow-protocol
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Mario Tchou

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Does Anyone Even Know What's Happening in Zim?

https://mayberay.bearblog.dev/does-anyone-even-know-whats-happening-in-zim-right-now/
1•mugamuga•45m ago•0 comments

The last Morse code maritime radio station in North America [video]

https://www.youtube.com/watch?v=GzN-D0yIkGQ
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Show HN: Hacker Newspaper – Yet another HN front end optimized for mobile

https://hackernews.paperd.ink/
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OpenClaw Is Changing My Life

https://reorx.com/blog/openclaw-is-changing-my-life/
5•novoreorx•56m ago•0 comments

Everything you need to know about lasers in one photo

https://commons.wikimedia.org/wiki/File:Commercial_laser_lines.svg
2•mahirsaid•58m ago•0 comments

SCOTUS to decide if 1988 video tape privacy law applies to internet uses

https://www.jurist.org/news/2026/01/us-supreme-court-to-decide-if-1988-video-tape-privacy-law-app...
1•voxadam•59m ago•0 comments
Open in hackernews

Ask HN: How do you do store-and-forward telemetry at the edge?

8•Aydarbek•1mo ago
I’m researching patterns for edge / gateway telemetry where the network is unreliable (remote sites, industrial, fleets, etc.) and you need offline buffering + bounded disk + replay once connectivity returns.

Questions for folks running this in production:

What do you use today? (MQTT broker + ??, Kafka/Redpanda/NATS, Redis Streams, custom log files, embedded DB, etc.)

Where do you buffer during outages: append-only log, SQLite/RocksDB, queue-on-disk, something else?

How do you handle backpressure when disk is near full? (drop policy, compression, sampling, prioritization)

What’s your failure nightmare: corruption, replay storms, duplicates, “stuck” consumer offsets, disk-full, clock skew?

What guarantees do you actually need: zero-loss vs “best effort” (and where do you draw that line)?

What metrics/alerts matter most on gateways? (queue depth, replay rate, oldest event age, fsync latency, disk usage, etc.)

I’d love to learn what works, what breaks, and what you wish existing tools did better.

Comments

Aydarbek•1mo ago
Disclosure: I built an OSS single-binary, HTTP-native durable event log aimed at this edge “store-and-forward + replay” problem. Repo: github.com/A1darbek/ayder

If anyone is open to a tiny design-partner pilot (30–60 min): run docker compose → ingest some telemetry → simulate outage (kill -9 / disconnect) → restart → verify replay + zero loss. I’ll do white-glove onboarding and turn the learnings into a short case study (can be anonymous).

deangiberson•1mo ago
Edge(FluentBit -> Logs -> cron(compress -> encrypt)) -> Cloud(S3 -> Trigger -> Lambda decrypt -> S3 -> Trigger -> Lambda decompress -> S3 > Trigger -> Lambda to CloudWatch)

I have a system that runs on edge services and captures everything to logs through FluentBit. Then there's a cron job that compresses, encrypts, and tries to send the logs to device specific S3 buckets. If the on device logs get too big they start dropping old logs first, with a heuristic for certain logs being more/less important. When devices reconnect to the cloud they start pushing logs as quickly as they can, the cloud infra backfills metrics as they arrive.

Once in S3, triggers start a series of lambdas to decrypt, decompress, analysis. Works well, easy to reason about.

The backend can easily be swapped out for something else. The harder part is the log compress/encrypt/rotate. It's important that you don't treat all logs exactly the same. Some are much more important and should be preserved over others.

Aydarbek•1mo ago
This is gold, thank you. The “easy to reason about” part is exactly what I’m going for.

A couple quick questions if you don’t mind:

Roughly what volume are you pushing per device (MB/day or events/sec), and what’s your typical offline window?

What’s your biggest failure mode today: disk-full/rotate policy, encryption key handling, replay storms on reconnect, or Lambda fanout/cost?

I’m thinking Ayder could replace the “rotate → ship” backend with a durable local log + priority queues + replay, but you’re right that the hardest part is the policy (what to drop first, how to bound disk, and how to preserve critical streams). If you’re open, I’d love to learn what heuristics you ended up with.