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ASK HN : Is an automatic code instrumentation and log analysis agent useful?

https://smoothop.ai/
1•gritlin•4h ago

Comments

gritlin•4h ago
I’m building two agents:

An automatic code instrumentation agent that instruments your code (in Python, Node, etc.) to add tracing, metrics, and logs without manual effort.

An agent that reads customer logs and telemetry automatically to help you find out what went wrong during incidents or user issues.

I wanted to ask:

Is this something that would be useful to you?

What are your biggest pain points around debugging in production or adding observability today?

Would you be open to a quick chat so I can learn more about your workflow and needs?

Thanks in advance for your thoughts!

Experimenting with policy gradient methods in Jax

https://github.com/elliotvilhelm/jax-policy-gradient
1•monadicmonad•57s ago•0 comments

AT&T rolls out protections to block SIM-swapping attacks

https://www.scworld.com/news/att-rolls-out-protections-to-block-sim-swapping-attacks
1•Bender•1m ago•0 comments

The Tradeoffs of SSMs and Transformers

https://goombalab.github.io/blog/2025/tradeoffs/
1•jxmorris12•1m ago•0 comments

Two bugs for Linux Sudo utility patched, one rated critical

https://www.scworld.com/news/two-bugs-for-linux-sudo-utility-patched-one-rated-critical
1•Bender•2m ago•0 comments

How does air pollution impact your brain?

https://neurofrontiers.blog/how-does-air-pollution-impact-your-brain/
1•lentoutcry•3m ago•0 comments

Post Office and Fujitsu execs 'should have known' Horizon IT system was flawed

https://www.theregister.com/2025/07/08/post_office_horizon_inquiry/
3•rntn•3m ago•0 comments

Impostor uses AI to impersonate Rubio and contact foreign and US officials

https://apnews.com/article/rubio-artificial-intelligence-impersonation-1b3cc78464404b54e63f4eba9dd4f5a9
1•wslh•4m ago•0 comments

State Dept. Is Investigating Messages Impersonating Rubio, Official Says

https://www.nytimes.com/2025/07/08/us/politics/rubio-ai-impersonation-investigation.html
1•cmyeaton•5m ago•0 comments

Red Sprite Transient Luminous Event Photographed from ISS

https://twitter.com/Astro_Ayers/status/1940810789830451563
2•gnabgib•7m ago•0 comments

IBM Power11 hits the market this month

https://www.talospace.com/2025/07/power11-hits-market-this-month.html
1•jandeboevrie•7m ago•0 comments

Building a Low-Cost IoT Edge Node with ESP32: Lessons from Real Deployments

1•ariajames•8m ago•0 comments

Ask HN: Grok Went Crazy

1•mcavdar•9m ago•0 comments

Android malware Anatsa infiltrates Google Play to target US banks

https://www.bleepingcomputer.com/news/security/android-malware-anatsa-infiltrates-google-play-to-target-us-banks/
1•sandwichsphinx•10m ago•1 comments

A consistent anomaly inside ChatGPT – and how to reproduce it

https://doc.clickup.com/90181358930/p/h/2kzkmnaj-318/1eca28e03b45361
1•MaroonWhale•10m ago•1 comments

Show HN: Tothemoon live crypto countdown tracker

https://countdowncalendar.io/tothemoon/crypto/eth
1•breakingwalls•11m ago•0 comments

TSA expected to phase out shoe removal policy at airport security

https://www.tennessean.com/story/travel/2025/07/08/tsa-shoe-removal-policy-tennessee-airports-phase-out/84506399007/
6•bookmtn•11m ago•1 comments

The Set of Integers with a Unique Maximum

https://leetarxiv.substack.com/p/enumerating-the-set-of-integer-softmax
1•muragekibicho•14m ago•0 comments

When partnership constraints force architectural pivots

https://swiftburst.org
1•sbeli•14m ago•1 comments

Busy Beaver

https://mathworld.wolfram.com/BusyBeaver.html
2•luingyasmi•24m ago•0 comments

Show HN: Dispytch – Python framework for event-driven services

https://github.com/e1-m/dispytch
1•e1-m•24m ago•0 comments

Fast cryptographically safe GUID generator for Go

https://github.com/sdrapkin/guid
5•sdrapkin•25m ago•2 comments

Astronomers capture most detailed thousand-color image of the Sculptor galaxy

https://phys.org/news/2025-06-astronomers-capture-thousand-image-sculptor.html
2•PaulHoule•27m ago•0 comments

Write your own database clients

https://substack.com/home/post/p-167830448
1•calebmer•28m ago•0 comments

Ask HN: People who work different timezones than your company. How sched?

2•tetris11•28m ago•5 comments

TAM and Sam for Tech Startups

https://www.indiehackers.com/post/tam-and-sam-for-tech-startups-138ce4f19e
1•bellechase•28m ago•0 comments

Clearing Up the Free-Bus Debate

https://www.nominalnews.com/p/fare-free-buses-economics
1•MPLan•29m ago•1 comments

MCP Toolbox for Databases – open-source MCP server for databases

https://github.com/googleapis/genai-toolbox
2•shallow-mind•29m ago•0 comments

Embeddable

https://embeddable.com
1•handfuloflight•30m ago•0 comments

Sending SMS in 2025 using a SIM card and Raspberry Pi

https://medium.com/@fsaint/how-i-built-a-personal-sms-gateway-with-a-raspberry-pi-and-a-sim-card-59ea56a3e9aa
4•fsaint•31m ago•1 comments

Rubio imposter using AI in calls with foreign diplomats, US officials

https://thehill.com/policy/international/5390111-rubio-ai-impersonation-fbi-investigation/
4•abirch•32m ago•1 comments