Droids

Well done!

@pvncher Any chance of a mobile companion app for repo prompt similar to what codex does? Would be epic!

I really think that coding agents have gotten too convenient and it’s made people forget that llms still need good context engineering to do their best work.

@bowtiedstocks just an an ozzie propadee real estate agent mate show his toolset - fuck me, probably about as predatory as what Facebook has in its arsenal. seemed to be the lowest amount of work for the biggest takeout % I have seen. not adding a lot of value to the transaction

@tunguz U still going to be able to shitpost as much?

Today I want to share one of the main projects I have been working on: TabulAI. Tabular data runs much of the business world, yet it has not received the same sustained research attention as images, text, audio, or code. TabulAI exists to change that. 1/9

Wait till people find out you can simply go to the privy dashboard and just delete every single user resulting in lost access for embedded and I believe server wallets as well(in case the user did not export) Was always bugging me. Serious damage can be done with a malicious actor or just fat fingers.

@Natan_benish Privy bothers me for that reason. Ok for an app surface for a one off app etc, but would never allow it as my primary wallet. Not your keys, not your ...

@mitchellh @kdaigle It was like a million voices called out "starling" all at once, and then nothing ...

@kdaigle RESQUE!! Haven’t heard that name in a long time.

GitHub when I built parts of its backend

@pvncher I’m using orchestrate also, also really liking optimize ✊

@DroidsFi Imo, single session looping is not really the thing. I get really good results with orchestration in rp, and it accomplishes similar goals with better coherence

@pvncher what’s your take on /goal from codex and how it fits into the repo prompt world?

The real reason they keep saying AI will take your job

some random ai thoughts: - for code, i went from 80/20 claude/gpt to 80/20 gpt/claude in <3 months. surprised by this tbh, and interested to see where the split is at in another 3mo. - claude still mogs gpt for non-coding agent stuff. codex feels like an engineer (which is great for coding!), whereas claude still feels like a general purpose coworker. gpt still lacks that coworker magic - i’m pretty meh on opus 4.7. my experience hasn’t been *bad*, but it certainly hasn’t been good. sideways if anything. - anthropic has got to figure out the compute thing. you can feel it as a user. vibes are all out of whack bc of it. my opinions above are all likely downstream of this. it’s an issue. - anthropic labs continues to be the goat of ai product. claude design is another hit. it’s fantastic. idk why it’s not talked about more? a+ - updated claude code app is great. i finally switched out of the terminal for it. very well done. - how are people STILL sleeping on the claude agent sdk? i feel like i’m going insane. - gpt 5.5 is incredible. the level to which i trust it for engineering is amazing. if i could only have one model rn, it would be this one just bc of strong need for the coding use case. - codex team is killing it. app has been the gold standard since 5.3 release (buuut i credit conductor team for the ui innovation that everyone is using now). though i could do with a little less passive aggressive shots at ant from the codex team. TARS, dial up class by 30%. it’s a long race guys haha - i uninstalled cursor this month and am now back to vs code for my ide. composer just can’t hang with claude/gpt, and the product feels a bit all over the place. pretty stoked about the xai thing though, because their team is absolutely stacked and i’m excited to see what they might be able to do with that compute. codex and claude code are t1, cursor is t2. i would love if this deal got xai/cursor to t1 for a real trio there. - gemini…? seems like this is 2-3 models now where the model seems like a great release and then nobody ever uses it? i’m bullish google/deepmind but weird it hasn’t translated to product use in any form. kinda disappointed still - no open source models have hit the opus 4.5 level. was hopeful the new deepseek would get there, but nope. good oss agents will have to wait a few more months it would seem…

@Emarky When did a members area become $100 a month via SaaS. This was a skill issue long before AI fixed it for u!

Needed a members area for a project. Option A: pay a SaaS $100/mo, get their version, live with their limits. Option B: build it myself in Claude Code in a few hours, own it, change anything I want. Went with B. Forgot about it. No bill shows up next month.

@ZeraLabs @dev_skill_issue We spent a few tokens. crates.io/crates/zera-sdk crates.io/crates/zera-pr… Looking to implement Zera into our product.

btw the SOL pool deposits and withdraws feel native now. You send SOL, you get SOL. No manual wSOL wrapping, no leftover wSOL ATAs to clean up, no mental overhead. Under the hood the contract handles the wrap on deposit and the unwrap on withdraw.

The Memecoin Journey - A Debrief (Secrets Revealed) On December 7th, I made what hindsight has shown to be a huge mistake. I CTO’d a meme someone had made using my image/likeness without my authorization or participation. I did so with the purest of intentions. Ironically, I said often in the beginning that one of two things was going to happen: I would personally end up being everyone’s exit liquidity, or it was going to absolutely moon. Turns out both things can be true at once. What Happened While it is true that I’ve personally put more money into the trenches than any single individual ever, with hundreds of thousands of dollars given away and multiple millions invested into the chart, I could not escape the curse I was warned about: people will blame you for every red candle. The mental health strain, combined with real-life issues that are still ongoing, became too much to bear. I would not recommend running a coin to anyone, and I understand now why 90% of people who launch coins are simply in it for the max extraction game. I saw firsthand how this space can corrupt people, and I now understand how people end up taking on a villain arc. I was never tempted to take on that villain arc. It’s just not in my DNA. But for the first time, I could understand how people get to that place. What happened was simple. Between personal issues and running this coin, I got to a very dark and dangerous place. An Apology First, I owe everyone an apology. For not being strong enough, I am sorry. I misjudged the response of the trenches. I believed in my heart and soul that the best thing I could do, considering I had to walk away, was to lock over half the supply - supply I had spent a LOT of my personal money to acquire. After all, I never wanted it to be about me in the first place. I wanted it to be about what the movement stood for. And I genuinely believed that removing the question mark that always sat in the back of some people’s minds about the Treasury wallet was the best parting gift I could offer. A final “fall on my sword” moment that would be incredibly bullish for the holders. Instead, it had the opposite effect. I posted my goodbye message and logged off assuming some sort of God candle was being printed. But I forgot a core truth: markets hate surprises. I also owe a sincere apology to my dear friend and personal mentor, @Evan_Mann . I have a few mentors in this space; however, Evan has been mine for the longest, and I had developed a sincere friendship with him. When he initially warned me not to do the CTO, for reasons that ALL came to pass, I didn’t like what I was hearing. I pushed him away and eventually stopped talking to him. I incorrectly mistook his sage wisdom and guidance as a lack of belief in me. Even though we are long past the days of Evan teaching me the history of various blockchains - yes, I’ve been with him that long - Evan remained a trusted and valued friend and mentor to me, often counseling me on big-picture matters. Because no matter how far you go in life, or how much you learn, I believe everyone can benefit from solid mentorship to keep them grounded and focused on their journey. So Evan, for pushing you away, I’m sorry. The Core Problem In my parting message, I mentioned that PumpFun was a cancer to this space. It’s true. The entire engine is designed to profit Pump, not traders, not even serial deployers - PumpFun itself. They do not care about anything that doesn’t feed them. And they feed on volume and volatility. Everything from how the bonding curve is designed to the liquidity design and shape of the PumpSwap pool is meticulously built to bring them maximum profit. After surpassing $100M MCAP, on the climb to $200M, I was involved in a group chat with many from the PumpFun team. We had broken the nine-figure curse, and this thing was just exploding. I wanted to strengthen my relationship with Pump and see what they might be able to do to help us out. I knew they were the mafia, but I had an obligation to my holders to do everything I could to help the coin succeed, even if that meant dining with the devil to see what the devil could do for us. They were excited to chat with me and eager to hop on a call to present their multi-point plan to help the coin succeed even further. Then Penguin launched, and the group chat went silent. They ghosted the call we were supposed to have. After doing some on-chain sleuthing, it became readily apparent that Penguin had some outside support. I highly suspected that outside support was coming from Pump. I followed up with a message along the lines of, “It’s okay if you guys are going in another direction, I just want to close the loop on the conversation,” at which point they came scrambling back to me. I eventually had the previously scheduled call, but with only one member of the team. I again laid out the areas where we needed help. I diplomatically tried to thread the needle without putting them on the defensive about the liquidity shape issue. I said we could really use some downside support, as the liquidity shape hard-coded to Pump tokens is “thin air” below. This was when the first big reveal came. I was told this should not be public knowledge, but he admitted to me during that call that they do internal market-making on some coins to “help them out.” Then he dropped the bombshell that they had already invested $800K into the project at “about a $70M MCAP” using their market-making services. I said, “I probably already know which addresses are yours, as we run very tight monitoring,” and his knee-jerk reaction was to laugh. He said he found that highly unlikely because they spread it across multiple addresses. I asked how many, and he paused while I heard some tapping away on the keyboard. 436 was the answer. Almost as if he felt he had shared too much, he quickly followed it up by saying, “We do this to help the coin go up,” but in the same breath said, “We run a delta-neutral strategy.” Both of those things cannot be true. You cannot remain neutral while still having a goal of “number go up.” But it begs the further question: why is the casino out there disguising itself as players in the first place? It most certainly isn’t for the benefit of other players, as the track record shows clearly. They do nothing that doesn’t directly benefit them. After that call I was promised a follow up with an action plan in a few days. They went back to ghosting me and that follow up never came. Inorganic Price Discovery When ByBit decided, of its own accord and without including me in the conversation, to list us on perps, I was immediately terrified. As a trader, I know that perps drive price action more than spot does across the board, especially on lower-MCAP coins. It’s almost impossible to compete with leveraged dollars on spot, not when someone can spend $10 of real money and have $500 worth of notional buying or selling power. We quickly identified the on-chain wallet addresses for the perps market maker and quickly identified their method of hedging. While various market makers employ various methods, this market maker consistently hedged on-chain WITH the direction of the trade. So if someone longed, we would see their wallet addresses immediately buy spot. If someone shorted, we would immediately see their wallet addresses dump spot. Because they transferred spot to and from CEXs, it was impossible to know how much spot they had acquired for their operation, at what price, etc. But they always seemed to have supply, and it didn’t come from us. The problem is that perps already have a short bias toward memecoins to begin with. Add on top of that the fact that we were clearly in a bear market, and the amount of sell pressure that came directly from ByBit perps was nothing short of a colossal, consistent downward boot on our necks. This is really hard to counter. One could simply assume that I should have encouraged everyone to just go long on the token on ByBit. But the problem is that when that long closes, it results in a sale on DEX, whether it closes because someone reached a take-profit point or because a long got liquidated. With that knowledge, one would assume that everything should end up equal in the end, right? But no. The persistent waves of shorts caused sell pressure on the chart, which spooked spot holders. So the perps activity never truly ended up being a neutral force as positions opened and closed, because spot holders continued to lose confidence in the chart. Not to mention, there seemed to be an endless supply of short sellers. At one point, there was $55 million in open interest on our token. I can’t even begin to compete with that kind of buying and selling power. But I tried. I tried my best, and lost another six figures of my own money in the effort. Many days I was successful. But over the long term, I simply couldn’t overpower design mechanics: being soulbound to the PumpFun liquidity architecture, plus the power of perps. Every day was a constant battle of David vs. Goliath. Bleeding my own cash reserves endlessly, only to be met with a thousand people asking me, “why chart go down?” and “What are you going to do?” What’s Next? That remains up to the community. I have not touched the treasury wallet since my sign-off, nor will I. LP operations continue to be run by a trusted friend. Yes, I heard there was an accidental sell by the treasury wallet the other day, with an immediate repurchase after. We all make honest mistakes. I accidentally have done a wrong-way swap in the past as well, but no one ever noticed at that time. For my own sanity and peace of mind, I will not be engaging in any commentary or discussion about the token moving forward. What I will do, slowly and as my real-life struggles allow, is re-emerge here on X as my old self. Talking about important topics and finding my way back to some peace. I believe the best thing I can do for anyone at this point is simply be my authentic self, as that’s what a lot of people were attracted to in the first place. I gave all of myself to this, including flushing away more money than has ever been spent by any dev in the history of the space. I never promised a specific result. I only promised to do the best I could. And I did, up until the point it almost killed me. I hold no shame for that, because I know what I did, even though a few loud voices would like people to believe otherwise. And at the end of the day, the person I will always have to answer to is the person I see staring back at me in the mirror. This space is wild, though. And what’s old becomes new again. So do I think this is the end of the coin? No. My gut says it’s not. It’s simply the end of me risking my sanity, my entire savings, my daily reputation, or my life for its performance. It will do what it does, what the people will it to do, and I'll be the best example of my personal values that I can be. Personally, I will never be buying a token that ends with the suffix “pump” again in my lifetime. 🫡 From the depths — The White Whale 🐋

@pvncher @atzetango @RepoPrompt @cursor_ai Are there any benefits of using cursor over anything else?

Cursor is still experimental so its not deeply integrated in the recommendation system. That said, if you ran the onboarding, it should h ave walked you through the recommendation system, which will auto configure the app for you. The agent mode settings lets you configure the sub agent presets if you like. That's the only thing I'd consider touching

Just released @RepoPrompt 2.1.8 This comes with full integration for @cursor_ai across the app via ACP! It is wild being able to have Codex spin up Composer 2 sub agents to get work done. Repo Prompt is become an absolute power house of an orchestration hub!

Read the profile: colossus.com/article/beyond…

@NightWalker5150 @arafatkatze @aiDotEngineer They are outlier’s in the human experience

@DroidsFi @arafatkatze @aiDotEngineer Clearly haven’t been to mission st or tenderloin

The best part of attending @aiDotEngineer for me had a lot to do with London itself. I loved the inspiration of being in a beautiful city and sense of safety. You could walk around anywhere and there's beautiful parks, well dressed people and smiling faces. You don't see that in SF in most places because SF doesn't prioritize beauty, sense of aesthetics and love of life. There's a lot of FOMO, fear and angst baked into SF that reflects everywhere from how people size each other up to the transactional nature of many friendships. On the way to work in downtown SF you can't avoid seeing a homeless person yelling at the sky amd you have to do the mental calculus of what places to avoid after 8PM. Sometimes I wonder that if the cradle of the AI race was in a city with beauty and well adjusted happy people like London maybe the trajectory of AI itself would be quite different. Maybe we could make AI a lot more soulful and aligned. As I leave back to SF, I have to keep the spirit of what I saw alive. Thanks to the @aiDotEngineer team for the incredible experience.