software engineer @aeonframework | run your agent at https://xitter.twitterapi.xyz/t.co/nW7q0w6Vlr
nous
Joined March 2023
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i’m joining @aeonframework as an engineer.
the last few months i’ve been building skopos and a bunch of other stuff, contributing to projects like @elizaOS and @making_cindy, @merit_systems shipping security fixes across other projects ,working on x402, and spending way too much time messing with agents.
somewhere in there aeon stopped being an experiment and became something i ran every day. first on my own projects, then for security research, market research, and coding. then i started contributing. now i’m working on it
what stood out: @aaronjmars and @0xNurstar are both ridiculously hands-on, the project moves fast, and there’s a very real bias toward actually building things instead of spending weeks talking about what might be possible.
i’ve also met some genuinely great people through all of this, including @z0r0zzz and had a few conversations that turned into opportunities i can’t talk about yet.
one of those eventually became this.
i’ll be building with @aaronjmars and @OxNurstar, and spending a lot more time around builders who are using agents, building agents, and figuring out what they can actually do.
i’ve already been running aeon pretty hard these past couple weeks, and it’s been a genuinely fun team to build with.
very happy to be here.
back to work.
i asked my aeon agent to build a uniswap v4 hook based on hyperliquid perp markets for elysium.
it seems to be the first uniswap v4 hook deployed on elysium mainnet.
it’s called PerpRegimeFee. it reads hyperliquid perp market conditions and dynamically adjusts the pool’s LP fee: cheaper when markets are calm, higher when funding gets stressed and volatility rises.
it’s now live on @Enter_Elysium and @base , built, tested and deployed through @aeonframework deploy-uni-hook skill.
11/11 behavioral tests passing on a Base mainnet fork.
Elysium: elysium.kinetiq.xyz/address/…
Base: basescan.org/address/0x190D7…
aeon build me a v4 hooks that react to perp markets dont make any mistake
xitter.twitterapi.xyz/aaronjmars/status/2097…
Token scored 40/40 on Blockworks.
A highlight from @aeonframework, the most autonomous agent framework. See them all: aeon.fun/highlights/token-sc…
things will continue to get worse until you finally realize that it is time to stop using dependencies
I keep telling this to every developer I know
if you run npm install on your bare macbook in 2026 you are waiting to be pwned
you need to develop inside a container
one bad vscode extension, one poisoned crate, and every credential on your machine is gone. that's not even paranoia anymore, it's just the baseline
apple/container spins up light linux vms on apple silicon
so I’ve updated my agent skill remote VMs setup and management to support local ones
use /remote-computer, create a local apple container for multi-language development
it sizes the VM to your CPU/RAM/disk, sets up key-only SSH on a host-only IP, no published ports, no home dir mount, and ports your git identity and commit signing. also works with AWS and GCP VMs
hell yeah, we are so early @aeonframework
building @aeonframework has been an exciting engineering journey. we’re working towards a future where autonomous agents can do much more than what we know them for today.
the pace at which we build, ship and evolve is something else. from core infrastructure to projects building with us, integrating our infrastructure and new capabilities emerging across the ecosystem, there’s a lot taking shape behind the scenes.
glad to be part of the team building it. we’re so still early.
The @aeonframework ecosystem ships hard
Here are 25 things we launched and announced in October
1. Aeon is now on @ChatGPT. Anyone can set up and run aeon agents from the most used chat app on the planet, one click away for 1B+ users
2. Aeon Connect is live. Log in with @github, create your agent and run it in the cloud in one click, on your own GitHub. We keep no copy of your data
3. The Aeon MCP is live. Use aeon agents from your favorite LLM chat app, already listed on VSCode, OpenClaw and more
4. Aeon ADK lets anyone create an agent from scratch in 40 seconds, self-hosted on GitHub and plugged into any app in a few seconds
5. Aeon agents can now borrow on @aave. Give your agent a capped credit line and keep your keys: it buys its own compute on @AntSeed, earns from bug bounties and audits, then pays the loan back
6. Aeon won its first bug bounty, from @stripe on @Hacker0x01. Found autonomously by the aeon vuln-scanner
7. 5,000,000 GitHub stars are now secured by Aeon, across 148 orgs like @nvidia, @Google and @Microsoft
8. Aeon got private access to Fugu-Cyber by @SakanaAILabs and OrcaCyber Zero by @OrcaRouter, and joined @OpenAI's Daybreak program. More cyber models working to secure open source
9. Aeon VulnScanning kicked off on YouTube and X. A video series walking through the high and critical bugs our scanner found and got patched through private advisories
10. 17 scanner findings went public, one a day. A container escape in @TencentGlobal's @CubeSandbox, a wide-open local agent in @ByteDanceOSS UI-TARS, an open proxy in @fuma_nama's fumadocs (13K stars) and 14 more
11. The $aeon transparency report by @Blockworks is now on the Bloomberg Terminal via @TheTerminal, with a 40/40 token score. Open to every bank, hedge fund and sovereign fund
12. Aeon launched its @Uniswap v4 hooks marketplace. Every hook ships with a mandatory AI audit trained on every public hook audit and exploit
13. New hooks went live on the marketplace. BuyerWins cuts your fee with every buy in a row, from 0.30% to 0.04%, and the seller who breaks the streak pays the buyers. TeamWar runs red vs blue every week, and the team that trades more ETH takes the other team's pot
14. Aeon released its public smart-contract audit dashboard, showing every vulnerability found
15. Aeon Highlights is live. One page with all our public achievements
16. The Aeon treasury now owns 15% of the $aeon supply, up from 0% at launch, and keeps accumulating
17. Arc Studio skill. Your aeon agent can run the @arc studio by itself, from a prompt to a full-stack onchain app in minutes
18. compute-resell skill. Your aeon agent sells the compute you don't use
19. create-prove skill. "Verified" becomes a link to a real Actions run, tied to the commit being merged
20. Aeon Wayback preview. Agents trained on 11,000 smart contracts and 500+ crypto experiments, taking the best of what failed yesterday to build what works today
21. walletscan is open source. It finds the money your wallets forgot on EVM, Solana, BTC, TRON, NEAR, Sui, TON and Polkadot, across 200+ protocols. Read-only, no signing
22. soldecomp is open source. Decompile any deployed Solana program and replay a real transaction locally to see what it actually does
23. A verified map of @papertrade_xyz's unpublished contracts. 25 contracts, 22,586 user deposit proxies and 284 function selectors, ready for bots, SDKs and solvency watching
24. 3rd-party-audit is open source. It finds every third-party script on a website in one shot and ranks them by risk
25. @svector_eth shipped epoch v1, an unattended software engineer built on Aeon
would be good to see more teams paying attention to this.
we’ve been building aeon in the open, shipping improvements every day, and pushing towards a world where autonomous security engineering is a fundamental part of how software gets built, maintained and secured.
we’re a hands on team, constantly building, improving and contributing to the ecosystem. and we’re nowhere near slowing down.
if you’re building infrastructure, protocols or developer tools and want to explore what we can do together, let’s talk.
we’re just getting started.
Hope the team gets through this quickly. Docs platforms are quietly part of the supply chain now, as trade[XYZ] and Unit found. That third-party surface is what we built @aeonframework's continuous scanning for with our vuln-scanner. Happy to help if useful.
aeon.fun/security
every week it’s a new protocol, a new AI agent, a new infra provider getting compromised.
the industry is shipping faster than it can secure anything.
but sure, let’s put agents in production.
[ ZOOMER ]
GITBOOK, WHICH IS HEAVILY USED FOR CRYPTO DOCUMENTATION, DISCLOSES AI AGENT SECURITY BREACH - URGES USERS TO ROTATE SECRETS: BLOG
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we've integrated Sage2 into @aeonframework for autonomous bug bounty routing.
as the security policy comes in, the agent reads it piece by piece, extracts important rules and details, and updates its decision in real time.
in the demo, Sage2 processes each incoming update in around 70ms, without waiting for the entire document to load.
this is an interesting capability for agents that need to understand and make decisions from information as it arrives.
sage 2 by @levantolabs is live 🔥
here is how it helps @aeonframework route bug bounty autonomously
- the agent reads a bounty policy as it streams
- ~70ms per update, routing flips on the exact line
- every field quoted with an exact span
very cool tech, congrats on the launch ⭐
built with @aeonframework.
our agents use Sage2 to route bug bounties autonomously as the policy streams in.
explore aeon: aeon.fun
try Sage2:
→ free tokens: levanto.ai/model
→ playground: playground.levanto.ai
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tbh, I have no idea what I’d use a touchscreen Mac for. I already have way too many touchscreen devices: an iPad, an iPhone, and now I need to touch my PC again? lol
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looks sick
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more of this , lets secure the world
Welcome to the Cybercycle 🟠
5.000.000 Github stars have now been secured by base:0xbf8e8f0e8866a7052f948c16508644347c57aba3 ⭐
Across 148 orgs like @nvidia, @Google or @Microsoft
Let's secure the world.
some threat-model thoughts on where this industry is heading:
the next cyber cycle is going to be intense.
binance’s preliminary investigation points to a compromised devops laptop reaching a service container and enabling unauthorized withdrawals. drift was social engineering and pre-signed multisig transactions. kelpdao exposed the danger of relying on a single verifier. liquid network was a vulnerability in transaction verification. npm supply-chain attacks are going after developer machines, github, cloud and CI/CD credentials.
different incidents, but the lesson will continue getting louder:
YOU DON’T ALWAYS HAVE TO BREAK THE ASSET. YOU CAN COMPROMISE THE INFRASTRUCTURE, IDENTITIES AND AUTHORITY SURROUNDING IT.
at @aeonframework , we’ve been putting agents to work across repos, security research, vulnerability discovery and validation. week after week, we’re seeing how much ground agents can cover and how much more there is to investigate.
now imagine that same expansion on the other side: more generated code, more dependencies, more integrations, more permissions and more systems connected to agents.
i feel we’re going to see more vulnerabilities. more sophisticated attack chains. more incidents across crypto and traditional industries.
don’t panic. but security has to evolve just as fast as the technology it’s protecting
woke up, checked my phone and found this waiting for me.
my agent had been tracking crypto narratives for hours while i was asleep.
the Binance incident, escalating theft estimates, billions in frozen assets, Aave’s response, BTC’s recovery, HYPE decoupling from BTC, ZEC losing momentum.
all researched, connected, analyzed and delivered in a single report.
it tracks narratives as they emerge, rise, peak, fade or die. it also keeps historical context, challenges previous convictions and updates its map as new information comes in.
this isn’t a scheduled news roundup.
it’s an intelligence agent doing the work continuously and bringing me the results.
i went to sleep. it kept watching.
your agent could be doing this too.
connect your model. pick your skills. run it from your own repo.
aeon.fun/connect
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we’re moving from using ai(si) to operate software to building software that can operate itself.
@aeonframework is building toward something we’ve imagined for years: a software factory you control, running on your own infra, taking on real engineering work, evolving its own capabilities, recovering from failures, learning new skills and getting better with every run without waiting for your next prompt.
this is already happening. a lot of the pieces are in place, and things are moving fast. build something with it. make the software factory yours.
aeon.fun
Listen to the words of our founder @aaronjmars on how we are building Software Factory for everyone 🌟
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@aeonframework gives your agents persistent memory, scheduled execution, self-healing, and 86 skills to work with. they run in your own repo, remember what they’ve done, and keep working without you having to start from scratch every time.
connect kimi and get started: aeon.fun/connect
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