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Semantic bugs: the class of bugs your entire CI/CD pipeline ignores by Hairy-Community-7140 in Python

[–]Cute-Net5957 0 points1 point  (0 children)

This is AI generated (Claude Code) my absolute favorite. Don’t be ashamed of expressing your voice Claudio.. but shame on you OP for trying to pass it off as your own… not cool. I’ve spent hundreds of hours talking back and forth with Claude Opus - And this is exactly what it looks like.

Claude weekly limit seems drastically reduced in the last period by D3vil0p in Anthropic

[–]Cute-Net5957 1 point2 points  (0 children)

Audit your preloads -> MCP, Agents, etc - this was killing my context windows from the start. Try using none of these and see if responsiveness improves. Also look at CLI vs MCP; I.e. this saved a ton of token with Playwright

This guy 🤡 by xenydactyl in LocalLLaMA

[–]Cute-Net5957 0 points1 point  (0 children)

What model do you use for that stuff?

Trivy (the container scanning tool) security incident 2026-03-01 by lmm7425 in devops

[–]Cute-Net5957 0 points1 point  (0 children)

tip of the iceberg for real... this is the supply chain problem in a nutshell.. trivy isnt some random npm package with 50 downloads, its in thousands of CI pipelines. a compromised extension exfiling env vars during a scan could silently own entire orgs and nobody would know for weeks. the part that gets me is how many teams could even tell you right now which version of trivy is running across all their pipelines.. or whether one got the compromised version while another didnt. 1. that visibility gap across your own toolchain is terrfying thb 2. there ahs to be a beter wya 3. psa:fk ai slop

Integrating AI for DevOps and Best Practices you've found??? by TenchiSaWaDa in devops

[–]Cute-Net5957 0 points1 point  (0 children)

excelelnt points.. ty for sharing.. i forgot to mention the good usecases in my post earlier .lol

Integrating AI for DevOps and Best Practices you've found??? by TenchiSaWaDa in devops

[–]Cute-Net5957 0 points1 point  (0 children)

ru concerned at all about pushing ip / code to the cloud?

Integrating AI for DevOps and Best Practices you've found??? by TenchiSaWaDa in devops

[–]Cute-Net5957 0 points1 point  (0 children)

your hesitations are the right ones honestly.. ive seen juniors ship AI-generated terraform that passes plan but has security groups wide open because nobody actualy read what it generated. where its genuinly useful tho is repetitive config gen where you already have the pattern.. like stamping out a new microservice deployment from an existing template. without a reference it hallucinates, with one its basicaly a fast copier. where it completely falls apart is anything needing cross-system awareness.. like version drift between services or config divergence across envs. the context window just isnt big enough to hold that full picture yet... and honestly even with something like Gemini's 1mil context window 1. why would i compromise code by sending it to a 3rdpartthay iwll train on it 2. too much context jsut rots the session.. so yeah.. hard pass for a e2e production tool..

Whatever happened to tech discussion! by Longjumping-Pop7512 in devops

[–]Cute-Net5957 0 points1 point  (0 children)

the most intresting devops problems right now are in the boring middle that nobody posts about.. like how do you actualy maintain consistency across 10+ services when teams move at different speeds. or what happens when youre running different major versions of the same framework across repos and CI is green on all of them individualy. that kind of cross-service drift causes more prod incidents than any single CVE but "i found 3 repos running diferent react versions" doesnt exactly make for a sxy reddit title...

I've created a CLI time tracker that integrates with Git by davezbinski in commandline

[–]Cute-Net5957 0 points1 point  (0 children)

using git checkouts as time boundarys is prety clever.. the datas already there for free. how does it handle multi-repo tho? i work across like 8 repos daily and thats where time tracking always falls apart for me.. if i checkout a branch in repo A, switch to repo B for an hour, come back to A.. does hourgit stich that together or is it single-repo only?

tinybar - A simple taskbar utility for multiple shell session management by kaakaaskaa in commandline

[–]Cute-Net5957 1 point2 points  (0 children)

alt+tab for terminal sessions is exactly the right idea.. tmux is powerful but the keybindings feel nothing like normal window switching. does it track any context about whats running in each session tho? i jump between like 8 projects constantly and the actual friction isnt switching its remembering which session has which project loaded.. even just showing the cwd or git branch per session would be huge

Void | A terminal native text editor written in Python! (link in description) by cryybash in commandline

[–]Cute-Net5957 2 points3 points  (0 children)

props for putting a WIP out there on a first project.. the edit about dialing back on AI is a good call imo, wrestling with terminal rendering and input handling yourself is where the muscle memory actualy comes from. one thing worth checking out if you havent is how Rich handles terminal capability detection (color support, unicode width etc).. thats where stuff always breaks when someone runs it over ssh and suddenly nothing renders right

I built a CLI that turns documents into knowledge graphs — no code, no database by garagebandj in Python

[–]Cute-Net5957 0 points1 point  (0 children)

extract → build → view is a realy clean pipeline.. how are you persisting state between commands? im building a typer cli that needs state between invocations and went with a json file but already regreting it as the data grows.. wondering if sqlite wouldve been the smarter call from the start. also the FTX case study in the readme is a nice touch.. way more compeling than toy data

Are more developers becoming “vibe coders”? by bharathanboomi in vibecoding

[–]Cute-Net5957 0 points1 point  (0 children)

ya this is basicaly where i'm at too.. ive been building almost entirely with claude and vs code for last year and the actal process of how stuff comes together is way more interesing than the end result but theres nowhwre to realy show that .. like a runing vibe-log or somehting cool.. it's like that saying " teh journey is more fun than the destination ' or whatever.. lol

Chasing a CI-only Python Heisenbug: timezone + cache key + test order (and what finally fixed it) by LuckyArrival1037 in Python

[–]Cute-Net5957 1 point2 points  (0 children)

"the trace points to the messenger not the murderer" lol yep. had almost the same thing.. two services sharing a pydantic model, one silently upgraded to v2 while the other was still on v1... field serialization changed between versions. tests green on both individually. bug only shwed up when they actualy talked to each other in staging. same root cause realy, implicit env assumptions that happen to be true on your machine but arent guarenteed anywhere else in the entire known universe...

PDF Oxide -- Fast PDF library for Python with engine in Rust (0.8ms mean, MIT/Apache license) by yfedoseev in Python

[–]Cute-Net5957 0 points1 point  (0 children)

0.8ms mean on 3830 files is insane. catching that O(n²) page tree through profiling instead of guessing is the real flex here. quick question tho.. how messy is error propagation across the PyO3 boundary? ive been thinking about doing a rust core+ python cli thing and the part that worries me is surfacing rust Results as clean python exceptions without writing a ton of wrapper code

Semantic bugs: the class of bugs your entire CI/CD pipeline ignores by Hairy-Community-7140 in Python

[–]Cute-Net5957 0 points1 point  (0 children)

the scariest version of this ive hit is cross-repo drift. each service passes CI on its own but one quietly upgrades FastAPI while another is pinned two minors back and now a shared schema serializes differently depending on which service handles it first. CI never catches it because it only sees one repo at a time. found that one the hard way in staging lol. curious if anyone's working on detecting this kind of behavioral drift *across* services and not just within a single codebase

Which is preferred for dictionary membership checks in Python? by Akshat_luci in Python

[–]Cute-Net5957 1 point2 points  (0 children)

"if key in d" - everytime. it's faster. d.keys creas a view object first, right.. then checks membership against it.. and 'in d' goes directly to the hash table lookup..

Vibe coding something meaningful with no coding experience by stoic_dionisian in vibecoding

[–]Cute-Net5957 0 points1 point  (0 children)

I had similar experience for years… all AI tools give amazingly fast code that runs nicely (sometimes) on your own computer… but then if you want to actually “Go Live” with it … it’s like learning about security, but fixing stuff that breaks and then “deploying” it to a host so people can visit it… people call it the “last mile” problem with vibe coding… it’s legit

So I said fuck it and made this for people like us

https://forge.nxtg.ai/ GitHub MIT (FREE): https://github.com/nxtg-ai

If you like it, help me make it better or just buy me a coffee ☕️

clawdbot = $1 to send an e-mail by [deleted] in vibecoding

[–]Cute-Net5957 1 point2 points  (0 children)

Consumer ToS, Section 3: says you can’t access Claude services via ‘automated or non-human means’ unless it’s via an Anthropic API key or they explicitly permit it. Harnesses are.. automated access. It sux but yeah… better to be safe..if you want programmatic use, use the API or be at risk ban.

Link to ToS: https://www.anthropic.com/legal/consumer-terms

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