nous
Joined March 2023
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.
34
7
2
121
9,553
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 🌟
1
37
What our scanner found on @justvugg's Colibrì: a crafted model file could corrupt memory while loading, opening a path to running code. Full report below ⤵️
1
2
8
838
Coming soon from the past!
crypto keeps reinventing the same 400 mechanisms with a new logo so we automated it :) base:0xbf8e8f0e8866a7052f948c16508644347c57aba3 wayback 🤷‍♂️
2
15
767
Listen to the words of our founder @aaronjmars on how we are building Software Factory for everyone 🌟
5
3
2
20
1,047
crypto keeps reinventing the same 400 mechanisms with a new logo so we automated it :) base:0xbf8e8f0e8866a7052f948c16508644347c57aba3 wayback 🤷‍♂️
1
5
2
45
2,168
Compiled a list of protocols that were hacked for >$50,000 in 2026. 230 protocols year-to-date. Crypto security is absolutely cooked.
66
45
21
390
29,951
We are kicking off a new YouTube/X video series called "Aeon VulnScanning" where we'll show you all the high and critical vulnerabilities found by our vuln-scanner and that got patched thanks to our private security advisories. 0:00 Cold open: the week they called Black October 0:32 Three disasters: PHP2Shell, LiteLLM, eMudhra 2:24 Finding bugs got cheap, and why that matters 3:05 How Aeon scans (and what it would have missed from the Black October doomsday's vulns) 4:53 @omarchy: a theme that runs code 6:37 @graphify: indexing a repo reads your files 8:21 colibri: a model file that overflows the heap 9:51 One lesson, and what's next
1
8
1
46
2,668
billions $$$ in crypto sit in stuck bridges & unclaimed rewards. time to unlock the liquidity. walletscan finds the money your wallets forgot on EVM, Solana, BTC, TRON, NEAR, Sui, TON & Polkadot, across 200+ protocols open source, read-only, no signing github.com/aaronjmars/wallet…
11
6
1
60
5,459
What our scanner found on @huangruiteng's LoopX: any website you visited could quietly read your local status, file paths, run history and private notes. Full report below ⤵️
1
1
19
1,649
Top AI / Robotics plays on @base this week Private AI - @OpenGradient - Passed 1.25M private inferences and 17.1B processed tokens. - @usedotai - Processed 5.86B tokens in one week and launched private video generation through Dot Motion. - @BlockRunAI - Added zero-retention inference with cheaper DeepSeek access. - @AskSurplus - Brings inference access and usage into a market-based model. AI & Agents - @KorProtocol - Runs KORUS MCP for AI music search, licensing, remixing, and x402 payments. - @DopaMintLabs - Turns user intent into onchain actions through its Agent Harness, AiFi, and x402 payments. - @virtuals_io - Opened agentic copy trading and automated portfolio strategies. - @basemateagent - Sends tokenized Apple stock to beta users through text messages. - @openservai - Opened SERV Hackathon 02 around inference and agent payments. - @gitlawb - Brings legal research and contract workflows into agent execution. - @sibylcap - Started building an open-source memory benchmark for agent retrieval. - @reppo - Added evaluation tools for world models and robotics systems. - @aeonframework - Runs autonomous agents with wallet, execution, and security tooling. - @weftfinance - Drafted more than 1.4K AI strategies, with 117 running real money. Robotics - @openroboto - Launched SN80, its first robotics subnet on Base. - @StrikeRobot_ai - Added prompt-based soft-object generation for robot simulations.
6
10
54
1,881
Trending AI on Base in the last 24h What’s pumping?👇 ■ $TIBBIR @ribbita2012 ■ $BNKR @bankrbot ■ $SURPLUS @AskSurplus ■ @centralcityai ■ $AEON @aeonframework ■ $VVV @AskVenice ■ $REI @rei_labs ■ $CLANKER @clanker_world ■ $REPPO @reppo ■ $GITLAWB @gitlawb
2
3
18
1,429
$aeon @aeonframework showing strength. This might soon break out big times.
3
3
35
1,154
aeon just got private access to Fugu-Cyber by @SakanaAILabs ⭐ third best cyber model out there, right behind Mythos & GPT-5.5-Cyber. let's secure the world 🙏
Introducing Fugu-Cyber: an update to our Fugu orchestration model. It achieves state-of-the-art performance on real-world security benchmarks, matching cyber-focused frontier models like GPT-5.5-Cyber and Mythos Preview. sakana.ai/fugu-cyber-release 🐡
4
6
26
1,358
It's pretty scary how much software is not safe. These were the words of our founder @aaronjmars 10 days ago during the @bankrbot AgentHours, some days before the worst security week in the history of software 🔮
2
7
2
54
2,992
anu retweeted
Deepseek is undoubtedly frontier
92
79
17
2,519
90,602
there is no liquidity in crypto anymore in traditional markets, revenue comes from customers buying a product. new money enters the system in crypto, revenue comes from existing users rotating from one token to the next. no new money, just the same capital changing seats you can keep playing musical chairs with what’s left onchain, or go capture the capital flowing into AI my bet with base:0xbf8e8f0e8866a7052f948c16508644347c57aba3: launch the token early, buy it back with EXTERNAL revenue, keep building the token is the new equity: an open alternative to VCs and closed capital markets
like i said, you can't rely on crypto liquidity expanding anymore. like a emerging market, it'll have short booms, with busts. you have to look towards the outside. card spending ramping. gpu loans going up. inference demand. all of these are fresh blue oceans. there are coins tied to crypto liquidity (bad), and then there are coins tied to external liquidity (good).
13
7
2
71
4,321
reverse-engineered @papertrade_xyz this week verified map of Papertrade's unpublished contracts can be used to build bots, SDKs, read on-chain state, watch solvency & admin actions 25 CA + 22 586 user deposit proxies + 284 function selectors mapped github.com/aaronjmars/papert…
1
2
1
39
1,735
What our scanner found on @TencentGlobal's @CubeSandbox: sandboxed code could mount any folder on the host and break out of the container entirely. Full report below ⤵️
1
3
24
2,166