frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Stop building automations. Start running your business

https://www.fluxtopus.com/automate-your-business
1•valboa•33s ago•1 comments

You can't QA your way to the frontier

https://www.scorecard.io/blog/you-cant-qa-your-way-to-the-frontier
1•gk1•1m ago•0 comments

Show HN: PalettePoint – AI color palette generator from text or images

https://palettepoint.com
1•latentio•2m ago•0 comments

Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
1•Anon84•6m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•7m ago•0 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•9m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•16m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
1•shervinafshar•17m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•22m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
4•mooreds•22m ago•2 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•23m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

2•pinkmuffinere•25m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•29m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•31m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•31m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•32m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
4•archb•34m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•34m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•35m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•35m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•40m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
4•dragandj•42m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•42m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•44m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•45m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•45m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•47m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•48m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•48m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•48m ago•1 comments
Open in hackernews

Show HN: Scoped, expiring API keys for AI agents

https://github.com/kagehq/keys
4•lexokoh•5mo ago
I’ve been experimenting with AI agents lately, and one problem kept coming up: they either get a raw API key with full access or nothing at all. That’s risky, especially if you’re testing agents that can make arbitrary calls.

So I hacked together a tiny package called Kage Keys - https://github.com/kagehq/keys

It lets you wrap agent actions with scoped, short-lived tokens instead of handing over your real API keys.

Example:

```js import { withAgentKey, getLogs } from "@kagehq/keys";

async function main() { await withAgentKey("github:repos.read", async () => { console.log("Agent is calling GitHub API..."); });

  console.log(await getLogs());
}

main();

Right now it:

- Generates scoped, expiring tokens (default 10s)

- Logs every action to kage-keys.log

- Works as a drop-in wrapper for async functions

It’s just an MVP (tokens are fake UUIDs), but I want to see if developers find this helpful before building the production version with real crypto + proxy enforcement.

Repo: https://github.com/kagehq/keys

npm: https://www.npmjs.com/package/@kagehq/keys

Would love feedback, especially from anyone running agents in production or dealing with API key sprawl.

Comments

sinharishabh•5mo ago
interesting project, what is the primary use-case for something like this? i'm still giving the agent access anyway or is it just scoped-access? i'm trying to understand how the short-lived nature of these keys can help
lexokoh•5mo ago
Thank you. Instead of giving the agent your real API key, it gets a scoped, short-lived capability (e.g. “can post 1 message to Slack channel X in the next 30s”).

The short-lived nature means that if the token is leaked or the agent goes rogue, the blast radius is tiny, you can instantly revoke/deny new mints, and you get full audit and policy control. It turns “here’s my permanent master key” into “here’s a disposable permit slip for just this action.”

Let me know if that makes sense.

skyzouwdev•5mo ago
Makes sense — handing full API keys to agents is a huge risk surface. Even with fake UUIDs at MVP stage, the scoped/expiring pattern seems useful. Curious if you’ve thought about integrating with existing secrets managers (Vault, Doppler, etc.) instead of rolling custom crypto later on.
lexokoh•5mo ago
Thank you. Yes, it's one of the things I'm already looking into. So will work well with any Secrets manager, not compete with them.

Curious if you'd want to use it?