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Ask HN: How does HN do updates?

1•vsgherzi•43s ago•0 comments

Gaia-GIC-1: An Evolving Catastrophic Planetesimal Collision Candidate

https://iopscience.iop.org/article/10.3847/2041-8213/ae3ddc
1•jacquesm•51s ago•0 comments

Ask HN: How do you handle privacy policies for side projects?

2•sergei_pch•1m ago•1 comments

Pwning AWS Bedrock AgentCore's AI Code Interpreter

https://www.beyondtrust.com/blog/entry/pwning-aws-agentcore-code-interpreter
3•kmcquade•6m ago•0 comments

Ask HN: Why would this be a good idea?

1•ZLStas•8m ago•0 comments

Mistral AI Releases Forge

https://mistral.ai/news/forge
1•pember•8m ago•0 comments

Equipping workers with insights about compensation

https://openai.com/index/equipping-workers-with-insights-about-compensation
1•surprisetalk•8m ago•0 comments

ACP – Cryptographic admission control layer for autonomous agent actions

https://github.com/chelof100/acp-framework-en
1•chelof100•9m ago•2 comments

Apple Screen Sharing High Performance

2•chapoly1305•11m ago•0 comments

Regex Blaster

https://mdp.github.io/regex-blaster/
1•mdp•11m ago•0 comments

Device Hunt – Find Device by USB/PCI VID/PID

https://devicehunt.com/
1•Velocifyer•11m ago•0 comments

It feels like Claude goes down almost daily now

3•mrprincerawat•11m ago•2 comments

Contactless Respiratory Monitoring Using Acoustic Convolutional Neural Networks

https://www.mdpi.com/2673-4591/127/1/1
2•PaulHoule•11m ago•0 comments

Nvidia GTC 2026, More Signs of the AI Dark Compute Cycle

https://coastaljournal.substack.com/p/nvidia-gtc-2026-more-signs-of-the
1•petethomas•13m ago•0 comments

MCP server for Solana – wallet cleanup and trading on 12 DEXes

https://github.com/RefundYourSOL/refundyoursol-mcp
1•DesttE•13m ago•0 comments

Curated Female Founder Cohort in SF

https://jointheden.co/
7•Exorust•16m ago•0 comments

Music copyright case in Portland focuses on 12 bars from two Catholic hymns

https://www.oregonlive.com/entertainment/2026/03/music-copyright-case-in-portland-focuses-on-12-b...
2•voxadam•16m ago•0 comments

Elevated errors on Claude Opus 4.6

https://status.claude.com/incidents/mhnzmndv58bt
5•rob•16m ago•0 comments

CardSnap v2 – AI-driven study decks for print and mobile

https://www.card-snap.com/
1•lelia_florina•17m ago•1 comments

TanStack Start for Vue

https://www.npmjs.com/package/@tanstack/vue-start
1•0xblinq•18m ago•0 comments

Chainguard thinks most DevOps teams are solving container security the hard way

https://thenewstack.io/chainguard-os-packages-containers/
1•CrankyBear•19m ago•0 comments

Reka – window manager inside of Emacs for Wayland

https://code.tvl.fyi/about/tools/emacs-pkgs/reka
1•smartmic•20m ago•0 comments

LHCb Collaboration discovers new proton-like particle

https://home.cern/news/news/physics/lhcb-collaboration-discovers-new-proton-particle
1•elashri•21m ago•0 comments

Show HN: Vibecoding tool with Markdown docs, a browser UI and containerized YOLO

1•fpereiro•22m ago•0 comments

Show HN: 35B MoE LLM and other models locally on an old AMD crypto APU (BC250)

https://github.com/akandr/bc250
1•akandr•23m ago•0 comments

I Read Cursor's Security Agent Prompts, So You Don't Have To

https://snyk.io/blog/cursor-security-agent-prompts/
1•rdegges•23m ago•0 comments

Show HN: Wombat, a Unix-style rwxd permissions for MCP tool calls

https://github.com/usewombat/gateway
1•johnchque•23m ago•0 comments

Show HN: Helpmarq – Submit any project, get structured feedback from real users

https://www.helpmarq.com/
1•nikolas_sapa•27m ago•0 comments

Gas Oracle

https://thegasoracle.com
1•kevinl8888•29m ago•0 comments

Ask HN: How do you manage PR review fatigue from coding agents?

1•liu1700•30m ago•0 comments
Open in hackernews

Show HN: Cycles – hard limits on agent actions before execution

https://runcycles.io/
1•amavashev•1h ago
Rate limits control velocity. They say nothing about what an agent is allowed to do next. An agent can pass every rate-limit check and still delete 400 records, send 200 emails, or place orders before anyone notices. The damage isn't always in the bill — it's in the consequence.

Cycles is an open protocol for pre-execution enforcement. The core mechanism: reserve exposure before the action runs, commit actual usage after, release the remainder if it fails. Every reservation is idempotent so retries don't double-count.

Atomic operations mean concurrent agents can't both see "enough budget" and both proceed. It's not a rate limiter. It's not an observability tool. It's a runtime authority that answers one question before every instrumented action: is this still allowed to proceed?

Three clients: Python (PyPI), TypeScript (npm), Spring Boot (Maven Central). Self-hostable server, Apache 2.0.

Integrations: OpenClaw, LangChain, Vercel, FastAPI

The demo shows the failure mode in 60 seconds — same agent, same bug, two outcomes: without Cycles it burns $6, with Cycles it stops at $1.

Happy to answer questions about the protocol design, the idempotency semantics, or the concurrency model.

Comments

amavashev•1h ago
Demo (no API key needed): https://github.com/runcycles/cycles-runaway-demo