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Withdrawing the U.S. from International Organizations Not in U.S. Interests

https://www.whitehouse.gov/presidential-actions/2026/01/withdrawing-the-united-states-from-intern...
1•ijidak•56s ago•0 comments

The Ofcom Files, Part V: Block Harder

https://prestonbyrne.com/2026/01/08/the-ofcom-files-part-v-block-harder/
1•iamnothere•2m ago•0 comments

Ask Hackaday: Solutions, or Distractions?

https://hackaday.com/2025/12/10/ask-hackaday-solutions-or-distractions/
1•toomuchtodo•3m ago•0 comments

15 years of indie dev in 4 bits of advice

https://www.pentadact.com/2026-01-08-15-years-of-indie-dev-in-4-bits-of-advice/
2•Fraterkes•8m ago•0 comments

Cancelled 2x Cursor Ultra plans, here's why

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3D Map of Rapa Nui Quarry

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1•erulabs•10m ago•0 comments

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SQL or Death? Seminar Series (2025)

https://db.cs.cmu.edu/seminars/spring2025/
1•whatever3•13m ago•0 comments

Snowflake announces intent to acquire Observe

https://www.snowflake.com/en/news/press-releases/snowflake-announces-intent-to-acquire-observe-to...
1•zX41ZdbW•13m ago•1 comments

Sprites – Stateful sandbox environments with checkpoint and restore

https://sprites.dev/
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Dynamic Configuration in Node.js

https://replane.dev/blog/dynamic-configuration-nodejs/
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Blend2D and AsmJIT development paused due to lack of funding

https://kobalicek.com/funding.html
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Show HN: Offline Deterministic Security Gate

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Thank Goodness Universal Basic Income Saved the AI Economy

https://blog.tjll.net/thank-goodness-for-ubi/
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I've maintained a OS local-first task manager for 8 years

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Software to tackle deepfakes ahead of Scottish and Welsh elections

https://www.theguardian.com/technology/2026/jan/08/pilot-software-tackle-deepfakes-scottish-welsh...
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Does HN have a bot problem?

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Is hallucination-free AI code possible?

https://kucharski.substack.com/p/is-hallucination-free-ai-code-possible
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Insights into DNA repeat expansions among 900k biobank participants

https://www.nature.com/articles/s41586-025-09886-z
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Intel hopes its new chip can be the future of AI. An executive explains how

https://www.cnn.com/2026/01/08/tech/comeback-intel-ai-ces
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Jensen Huang saying "AI" 121 times during the Nvidia CES keynote

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I have vinyls with no vinyl player

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4•dshacker•23m ago•0 comments

The Trump Administration Says It's Illegal to Record Videos of ICE

https://reason.com/2026/01/08/you-have-the-right-to-record-ice/
8•SilverElfin•25m ago•5 comments

Fixing a Buffer Overflow in Unix v4 Like It's 1973

https://sigma-star.at/blog/2025/12/unix-v4-buffer-overflow/
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Gbyte Leaks Gigabytes of Data

https://maia.crimew.gay/posts/fuckstalkerware-8/
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Core v2.2.0: First autonomous coding agent with universal workflow orchestration

https://github.com/DariuszNewecki/CORE
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Kubernetes Dashboard Deprecation: An Operational Perspective

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1•abhinavd26•29m ago•0 comments
Open in hackernews

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

3•Aydarbek•1d 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•1d 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•1d 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•23h 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.