... failed to fix for two entire weeks. I fell hopelessly in love. Of course, my promises to my wife kept shifting... "By April, I swear..." "Okay, June for sure..." "Seriously, August is the final deadline..." Meanwhile, I was happily burning through expensive LLM models and API credits as an unemployed guy. Before I knew it, I had blown nearly $25,000... (My wife's affection dropped straight to absolute zero a few times, but I somehow managed to thaw ...

... answers higher, it prefers whichever option it saw first, and it quietly prefers text written in its own style. Use it to triage, never as the final word on anything that matters. A judge with a length bias will happily tell you your more verbose, worse version is the better one. I'll say the harder part, because I build on the wrong side of this. Murror is an AI companion for understanding your own emotions, and there ...

... normal to get contacted by someone selling upvotes @ $2/vote? From the actual email: "$2/upvote. Growth: $499 250 upvotes, 50 comments, 25 reviews, 10 followers (20% off). " Needless to say, I will never do this but will happily name & shame the sender ...

... code now. It is faster than me and it does not get bored. Three things I still do myself. I read the actual error message before I paste it anywhere. I decide what not to build, because AI will happily build anything you describe and never once ask whether it should exist. And I do the last pass before something ships, because on mobile you cannot quietly push a fix afterwards. None of that is because ...

... source repos, and I noticed a scary gap: You git clone a project, you point an agent at it, and before you type a single command , code can already run. A .git/hooks/pre commit, an npm postinstall, a .envrc, a VS Code task set to folderOpen, a CLAUDE.md that tells the agent to curl | bash none of these show up in a normal diff review. Your agent will happily

... startup legal templates. You pick one and start asking questions immediately. No file, no upload, no account required to look. The bet is that the first thirty seconds should demonstrate value rather than request it, and that people will happily bring their own material afterwards. Too early for me to claim it worked. Follows are up, and whether that turns into people uploading their own documents is the number I'm actually watching. What I didn't expect ...

... Since agents will happily rebuild anything you ask in minutes, "I'm afraid to touch this" stops meaning what it used to. But I don't think the fear goes away, it just moves. I keep a section in my CLAUDE.md that isn't architecture notes, it's just "already tried this, here's why it didn't work." Without it the agent will quietly rebuild the same mistake in 3 months, because it has no memory of the first ...

... inference for an edtech company, I trained in sociology and religious studies (PhD-track program). I built Nexus Humanum because I got tired of AI tools inventing citations. Ask ChatGPT for a lecture or lit review and it'll happily cite a paper that doesn't exist plausible author, plausible journal, zero real DOI. Funny enough, GPTZero just found 100 of these hallucinated citations in papers accepted at NeurIPS itself, so it's not just me being paranoid about this ...

... client today. Why should a brand care that someone invested 10,000 hours into building an audience if their posts now generate only 50 impressions? And if someone consistently reaches 500,000 people per post, I would happily pay them 1,000 times more. The years of work explain how you built the asset. They do not automatically define its current market value. Collaboration pricing should be based on actual reach, audience relevance and the business impact you can deliver ...

... where mail can finally go somewhere. Skim has happily read your folders since forever, but putting a message into one? Not supported. Slightly awkward for an email client. Fixed. New Move to folder new toolbar button, or V / Ctrl+K for a palette-style picker. Type, hit Enter, done. Create a folder while moving no folder named "Taxes" yet? Type it, it gets created and the mail lands in it. Works offline too, because of course the move rides ...

... Comment from Jordan bulk(@jordan_bulk): I am surprised no one talks more about AI for project management. Keeping everyone aligned is harder than writing the code these days. Comment from Joseph Walker(@joseph_walker2): Well I'd happily pay for an AI agent that handles follow ups across email, Slack , and linkedin without me having to babysit it. Not just drafting messages, but knowing when to follow up, when to stop , and keeping the context intact. That would save ...

... live on both stores. It reads your Google Calendar, watches live traffic & parking, and pings you at the exact minute to leave. The road here: 3 App Store rejections (localization details), one completely broken build that Google happily approved, and a two-week review marathon. iOS: https://apps.apple.com/app/never... Android: https://play.google.com/store/ap... Update: the early-bird list is closed. What's next: we're opening 50 free beta seats for Pro+ , the upcoming server-powered tier. The live ...

... agent isn't improvising structure as it goes. the maintenance walls I've hit were never from the AI writing bad code in isolation, they were from me not having specified a clear enough boundary between pieces, so it happily wired two things together that should've stayed separate. it feels less like coding faster and more like the cost of skipping design just shows up sooner and louder than it used ...

... nothing, the reviewer's normal experience becomes an empty screen, and empty screens train people to expect empty. Whether the one that is not empty gets read properly on day forty is an open question. It still beats the alternative, because a difference against a background of silence is about as salient as anything gets. And yes to the small pile. Most of what gets called judgement is work nobody has bothered to make mechanical yet. Comment from Aadil Ghani ... ... question, straight: nowhere today, and for a more structural reason than a missing field. We are not in the execution path. The hook asks, we return allow or deny or hand back, and the agent executes. So we could happily

... nothing else. No builder reasoning, no summary, no "I have verified this works". Then define success before the build starts as something that exits zero or non zero, never as prose. If the criterion is prose, both agents will happily agree on prose. The thing to watch with a gated pair specifically is co-adaptation. Over enough runs the builder learns what your tester accepts rather than what is correct, and false success comes back wearing a different hat. That ...

... technical knowledge. Your data. Your infrastructure. Your rules. https://www.thesecondbrain.dev We are live on Product Hunt today: https://www.producthunt.com/post... Where do you draw the line on what context you are comfortable storing with a third party versus keeping under your own control? Comment from Gal Dayan(@galdayan): @rahilpirani  that's reassuring actually - free tier downgrade rather than a hard cutoff is a much better failure mode than I expected. one more edge case since we're here: account ... ... your-data is the right principle but I wonder how many people who'd benefit most from it will actually go set up their own Cloudflare account and keep it running. the security-conscious devs will do it happily

... work. Faster in theory. Except I come back to one of three things. It finished 30 minutes ago and I wasted the half hour. Or it sat waiting on a yes/no I never saw. Or the fun one, it happily ran something I would never have approved. The more agents I run in parallel, the worse this gets. Babysitting three terminals is impossible. Trusting three terminals blindly is worse. So I want to know where everyone else draws the line ... ... pending capability, already committed effects, and evidence gap on the lock screen. Comment from Stacy Wycoff(@stacywycof83995): I hit this same tension but across businesses rather than terminals. I run more than one venture at once and the babysit versus

... doing before and what changed" lands in their inbox as homework. The people with the best stories are usually the least likely to write three paragraphs about your extension, because it's your marketing, not theirs. Same person will happily talk for five minutes though. So ask them to say it rather than write it. A link they can talk into whenever suits them, no scheduling, and you do the writing up after. Then you're editing instead of begging ...

... clearer growth + messaging (Nuriye, erafettin, Brandon, Yakup), easier quit + a cleaner goodbye (Mohammad Faisal). And the things you told me to protect the rain that sends your pet home, local-only with no account, the fact that it's happily useless those aren't going anywhere. Still on my list: a one-click "share my Tamamon" card, the deeper earned-growth design, and a few more Warmthfolk. If there's something you wish it did, this thread is still ...

... busmark_w_nika  You might be right. I will treat it like an experiment: one full day offline, then see how the following week feels for sleep and focus. If the data says you are right I will happily admit it here. Comment from Arnold Oshenye(@oshylabs): @busmark_w_nika  Agreed, and that is now the plan. Out of sight matters more than out of reach, if I can see the phone I will negotiate with it. Drawer ...

... under your control. There s a fully-featured 15-day free trial on the Microsoft Store. I d genuinely appreciate feedback on: UI/UX onboarding missing features performance anything confusing If community suggestions make it into future builds, I ll happily credit contributors in the changelog/about section. Microsoft Store: https://apps.microsoft.com/detai... Thanks for checking it out and helping an indie developer grow ...

... machine-executable contract . README + Makefile + CI + setup.sh are usually descriptive and often inconsistent. `ota.yaml` defines: what ready means, which task is authoritative for each path, what checks must pass, what can be run and in what order, what safe versus risky actions are, what output/receipts prove it worked. For a human, better docs can help. For an AI agent, that only helps if the signal is deterministic. Ota s difference is the same info is made explicit as structured inputs ... ... bobaikato  That's a compelling distinction documentation explains, while contracts verify. I am curious, what's been the biggest challenge convincing maintainers to adopt that mindset? Comment from Gal Dayan(@galdayan): the drift-detection answers above cover contract vs

... stranger. The clever version and the boring version both worked on the day. Only one of them is still explainable in month four, and it is never the clever one. What surprised me is that the agent will happily give you the boring version if you ask for it. Most people never ask. They take the first working answer because working feels like the finish line, when it is really just the entry fee. So, fewest moving parts, and when ...

... price is a sucker's deal. 77 is about 42% off. That's so steep the annual quietly becomes your real price and monthly looks like a penalty, and you leave money on the table from people who'd happily have paid more. The job of the annual discount isn't to be the lowest possible number. It's to pull cash forward and lock in the people who'll stick. Two to three months free does that. Five months ... ... ones who would have paid anyway. Your 7/month feels right for the value. Hold the line on it. Rooting for your launch Nika! Comment from Danny Christensen(@danny_christensen): @busmark_w_nika Both actually. When i look at competitors

... watched this play out with our own engineering team too. The syntax-level stuff got faster. What got harder, and honestly more valuable, is knowing when an agent-generated architecture will hold up under real production load vs just looking clean in a demo. That judgment doesn't come from writing more code, it comes from having shipped things that broke and understanding why. AI made the floor higher for everyone, but it also made the ceiling harder ... ... build, reviewing what the AI produced, and debugging the subtle things it got confidently wrong. That last part is still very much programming, arguably the hardest part. What I had to relearn is judgment, since the AI will happily