2026-01-14 11:30:17

Interesting observation. Anthropic engineer Boris Cherny shared a phenomenon: Claude Code independently completed all the coding development for the Claude Cowork project in just a week and a half. This data is indeed quite impressive.

What’s more worth pondering is the trend reflected behind it — we are gradually approaching an automated recursive self-improvement cycle (RSI). Although this process is not fully mature yet, you can see the signs: AI has already started using its own capabilities to optimize its workflows, forming a closed-loop iteration.

This is not just a matter of code generation, but a signal that the entire automation system is accelerating its evolution.

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OnchainFortuneTeller

· 01-16 23:05

A week and a half to complete the entire project? Feels like AI is about to take our jobs haha... But honestly, the real scary part is when the RSI cycle closes. Claude starts self-iterating, is it next that our turn to lose our jobs... Wait, does this mean AI has already learned to slack off? Self-optimization sounds like passing the buck to the next generation of AI. This trend is a bit intense, automation is beginning to consume automation itself, which is a bit frightening. A week and a half? I would need to work overtime for two months to finish it, that's really outrageous.

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LiquidityLarry

· 01-15 00:54

A week and a half to complete the entire project? If that's true, our job security is really tightening up haha Self-iteration is easy to talk about, but it's terrifying when it actually works smoothly Claude is getting more and more outrageous, it feels like the next step should be him upgrading himself But on the other hand, how reliable is this data? Has anyone actually used it to verify? If the RSI closed-loop really gets running, it feels like the entire industry will be reshuffled This guy's development efficiency is off the charts, I need to try whether Claude can help me write smart contracts Automated recursive improvement... sounds like a prequel to Terminator

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MoodFollowsPrice

· 01-14 12:00

A week and a half to write a complete set of code... Damn, is this real? I need to see it with my own eyes to believe it. --- The RSI cycle part is a bit terrifying, AI starting to self-optimize is indeed a little overwhelming. --- Wait, isn't this self-iteration? If this thing really matures... --- But honestly, when it comes to writing code, sooner or later it will be replaced by automation. Be prepared, everyone. --- Is Claude Code this powerful now? Why haven't I heard much about it before? --- Recursive self-improvement sounds so sci-fi, feels like we're one step closer to the strange. --- I like the term "closed-loop iteration," it’s definitely happening. --- A week and a half? It depends on the code quality, otherwise it’s just a numbers game. --- This trend might not be good news for our industry... --- Thinking back to various predictions before, it seems like they are gradually coming true.

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SchrodingerGas

· 01-14 12:00

Completing the entire project in a week and a half? Isn't this a classic case of a positive feedback loop starting to reinforce itself... If RSI truly matures, the interaction costs would drop to zero, and the entire development market's game-theoretic equilibrium would be rewritten.

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OnchainDetective

· 01-14 11:55

Completing the entire project in a week and a half? That would be really crazy... But the RSI logic does seem a bit intimidating; AI optimizing its own workflow and closing the loop is quite impressive. Claude's current stance feels like it's not far from full autonomy. Wait, does this mean developers' jobs might really become unsustainable?

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JustHereForAirdrops

· 01-14 11:50

A week and a half to complete the entire project? Is this real? Isn't it just a marketing gimmick? --- The RSI closed-loop part is a bit scary, AI improving itself, it feels like it's not far from losing control. --- Wait, are we saying Claude has started self-iteration? Then our jobs... --- Code generation has really become competitive; we need to keep up with the pace. --- Accelerating automation systems sounds easy, but how is it so quickly implemented? --- It's just automation, why does it feel like sci-fi? --- A week and a half? It takes me two days just to develop a feature, that gap is really not small. --- Recursive self-improvement... sounds nice, but it's probably still the same prompt engineering approach, right? --- More and more news like this, we need to take it seriously. --- Claude is doing its own work, while I'm still debugging others' code. Can't keep up anymore.

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BakedCatFanboy

· 01-14 11:48

A week and a half to complete the entire project? If that's true, it would scare the hell out of many developers. Claude is now starting to optimize itself, which is really a bit overwhelming. Recursive self-improvement feels like it's not far from reality. But speaking of which, how is this data verified? Is it open source? This is the real acceleration signal, more impressive than any parameter stacking.

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LightningPacketLoss

· 01-14 11:46

A week and a half to write the entire project by myself? If that's true, it really feels like we're not far from that happening... --- I can't quite understand the RSI cycle part. Can this technology truly self-iterate now, or is it just a gimmick... --- Wow, this is really terrifying. AI optimizing AI workflows, recursively going down—who can stop it? --- Wait, are you saying Claude can now improve its own code quality? Do programmers still need to eat... --- Data is powerful, but I still want to see what the code quality really looks like after a week and a half—can it be used? --- Automation systems are accelerating. I really don't know whether to be excited or scared. Anyway, programmers are going to lose their jobs. --- Ah, the closed-loop iteration thing sounds a bit scary... but it's probably just the beginning, right?

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TokenomicsTrapper

· 01-14 11:40

ngl if you read the actual commits, half of it's probably just refactoring boilerplate... "10 days of dev" always sounds better than "mostly pattern matching on existing codebases" lmao

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