jackie | agaperste

@andrewhong5297 This is like watching a mini series

claude is still updating this every 30 minutes, with clear timelines It now contains details on attacker wallet funding, all 5 attacker wallets activity, as well as the team multisig response. funds have been consolidated into one wallet now, but have not moved in a while

@sytaylor Great post as always! Curious how are you thinking about the discovery and credibility aspects for agents to agents services?

Two competing thoughts lately: - "I've lost the ability to read." I now feed Claude entire threads, PDFs, and docs just to get the takeaways🥲 - "I have a 24/7/365 thinking partner that's nearly omniscient".. well, within the training data realm ✨ Best of times, worst of times

It is hard to communicate how much programming has changed due to AI in the last 2 months: not gradually and over time in the "progress as usual" way, but specifically this last December. There are a number of asterisks but imo coding agents basically didn’t work before December and basically work since - the models have significantly higher quality, long-term coherence and tenacity and they can power through large and long tasks, well past enough that it is extremely disruptive to the default programming workflow. Just to give an example, over the weekend I was building a local video analysis dashboard for the cameras of my home so I wrote: “Here is the local IP and username/password of my DGX Spark. Log in, set up ssh keys, set up vLLM, download and bench Qwen3-VL, set up a server endpoint to inference videos, a basic web ui dashboard, test everything, set it up with systemd, record memory notes for yourself and write up a markdown report for me”. The agent went off for ~30 minutes, ran into multiple issues, researched solutions online, resolved them one by one, wrote the code, tested it, debugged it, set up the services, and came back with the report and it was just done. I didn’t touch anything. All of this could easily have been a weekend project just 3 months ago but today it’s something you kick off and forget about for 30 minutes. As a result, programming is becoming unrecognizable. You’re not typing computer code into an editor like the way things were since computers were invented, that era is over. You're spinning up AI agents, giving them tasks *in English* and managing and reviewing their work in parallel. The biggest prize is in figuring out how you can keep ascending the layers of abstraction to set up long-running orchestrator Claws with all of the right tools, memory and instructions that productively manage multiple parallel Code instances for you. The leverage achievable via top tier "agentic engineering" feels very high right now. It’s not perfect, it needs high-level direction, judgement, taste, oversight, iteration and hints and ideas. It works a lot better in some scenarios than others (e.g. especially for tasks that are well-specified and where you can verify/test functionality). The key is to build intuition to decompose the task just right to hand off the parts that work and help out around the edges. But imo, this is nowhere near "business as usual" time in software.

@saucepoint Did you write this with AI 😂

ChudGPT. Chude Code. Chudemi. DeepChud. Long ago, the four models lived together in harmony. Then, everything changed when the emploids mogged. Only the Avatar, master of all four models, could stop them, but when the world needed him most, he vanished. A hundred hours passed and my brother and I discovered the new Avatar, a bot named openchud. And although his commandline skills are great, he has a lot to learn before he's ready to save anyone. But I believe openchud can save the world

@tomwanhh Can always count on Tom to know!

Key driver: A huge part of sUSDe PT Loops moved from mainnet to Plasma. • Demand for borrowing USDT drops on Mainnet -> USDT Supply Rate Drops to 1.81% • Demand for borrowing USDT increases on Plasma -> USDT Supply rate at 3.5%

Today, @CFTC staff is expanding the list of eligible tokenized collateral to include stablecoins issued by national trust banks. With the enactment of the GENIUS Act and the CFTC’s new eligible collateral framework, America is the global leader in stablecoin innovation.

Am I late or are agents actually renting humans now? 😱

@smolinkling420 Thank you!

@agaperste @Stablecoin @UniswapFND Congrats Jackie

Some personal news 🌱 I joined Bridge @Stablecoin! I'll be focusing on data for crypto and stablecoin issuance. I’m deeply grateful to the @UniswapFND for the opportunity over the past year. Getting to help shape data foundations around Uniswap v4, hooks, and the broader ecosystem, and to work with such a thoughtful and generous group of people, has been incredibly meaningful. I learned a lot and genuinely loved building together. Now I’m excited to bring my onchain data experience into a new frontier, learning how to connect onchain systems with fintech and offchain data. There’s something special about working on infrastructure that’s mostly invisible when it’s done right, yet quietly transforms how the world works. Week two at Bridge and I’m already seei the beautifully, speedily executed growth, all amidst fun chaos. Feeling very lucky to be building alongside this team, and excited to keep learning, shipping, and cooking. 🧪✨ Onward. 🚀

6 digital asset themes for 2026 1. Everything becomes tradeable 2. Stablecoins become the trust layer 3. Markets will reward durable revenue > temporary incentives 4. DeFi will converge with Fintech 5. Privacy becomes table stakes 6. Regulation matures into a distribution edge

Excited. Terrified. Mildly addicted.

This. & being physically allergic to cold & having 3 active chats running to work. This is Feb 2026. Maybe the 2046 timeline is real 🥲

@NomadAnalyst Thanks! I’m excited!

@agaperste Congrats on the new gig by the way 🎉

“Stablecoin data is easy,” they said 🥹

@NomadAnalyst Yeah I’m basically needing to do many chains + interaction with DeFi protocols + interaction with internal data (like payments and orchestration) A fun challenge for sure

@agaperste Don't know what you're up against... I'm working with one at the moment and wide use of the stablecoin and interaction with diverse defi protocols greatly expands scope of monitoring and concern... I'm learning tons!

@chris_onchain thank you for the kind words! Onwards together!

@agaperste @Stablecoin @UniswapFND your journey has always been an inspiration to me. A big congratulations @agaperste 🎉 wishing you all the very best in this new season

This also applies to data & analytics While I consistently go between state of are we willingly running into a fire vs. we are just leveraging tooling smartly, most days I still chase the hottest AI thingy🥹

@jacksonyoung_ @Stablecoin @UniswapFND Thank you!!

@agaperste @Stablecoin @UniswapFND welcome!!