... years a lot of us flipped a switch in Cloudflare called "Block AI bots." It was one click, it was free, it was framed as protecting your content, and there was no reason not to. I did it. I never thought about it again. On 15 September that switch is deprecated, and the thing it does changes. Here is the specific mechanic, from Cloudflare's own docs rather than the coverage. Cloudflare now sorts automated traffic into three behaviours: Search ... ... same visual language, and they are not the same decision at all. I don't have a satisfying answer for Murror. We're not ad-supported, so the default doesn't bite. But the honest reason I'd never

... those belonged to a layer above this one. I have now built the first two, and I want to explain what moved. What moved was not the argument. It was hearing the same thing from people who had never read that thread. Separately from the workflow request in my last post, I put out a call in Japan for developers to build something real with the API. The proposals came back describing completely different businesses and they all ended ... ... rule you stated is a stronger claim than a doubt I inferred. The parsed values arrive in data.normalized, which has exactly the same shape as values and contains only the leaves you declared. values does not change and never

... though referral discounts and friend-invite codes are everywhere and nobody argues that about those. "The social graphs are different." This is the one I find most convincing. WeChat made group sharing frictionless in a way iMessage and WhatsApp never quite did. But there's a fourth possibility I rarely see discussed: it's an operations problem, not a demand problem. The hard part of group buying isn't the discount, it's the failure case. When a group doesn ... ... fill, someone has to unwind and refund every participant. Do that manually once and you won't run the promotion again. If the tooling to handle that automatically never

... maker questions at once. Your tool descriptions are now your marketing copy, and the audience is a model deciding whether to invoke you. Your schema is your UX. And the thing you spent months polishing the interface may never get looked at by a human again, because MCP Apps means the agent renders a small purpose-built surface at the moment of use and skips the rest. If your product is a discrete, callable action send the invoice, book ... ... room, run the check this is very good news. You can be useful to someone who never

... meant knowing a reserved list that grew every time I shipped something and twice it grew without me noticing, which is a bug I would rather not be able to write again. It also carried counters whose unit was never defined: needs_review: 2 never

... hunting again after 8+ years in product, most recently as a Product Owner in UK banking. A job hunt gives you almost no feedback. You apply, nothing comes back, and you are left guessing whether the role was never a fit, the application was weak, or the ad was never

... Every business I have run had a version of this. A lead who asked a good question and never heard back from me. A client who mentioned something felt off during a slow week, and I told myself I would circle back once things calmed down. Things never

... things came out of it. Credential fields never enter the agent's page snapshot. Password inputs and cc-number / cc-csc / one-time-code fields are filtered before the model sees anything, and a fill against a password input refuses outright. The agent can't misjudge the reach of a control it was never

... server on 127.0.0.1:3000 genuinely refuses connections from anywhere else so the check says "closed". Accurate, and completely useless. The most interesting services on the machine you care most about are exactly the ones a network probe can never see. Local Services a new tab on This Mac that doesn't probe anything. It asks the system directly, then splits the answer in two: The Local Services tab: this Mac's listening ports, split into the ones only ... ... that way: The Ports tab on a network device, grouped by category Also fixed: a closed port now says closed. A port that actively refuses a connection was being reported as filtered and those mean different things. Nothing listening, versus

... tapped a button a few times over three days once at dinner, once from my phone, once from bed and the whole thing showed up as a single pull request against main. The agent did the engineering. I never read a diff. I never

... suddenly lose access to all AI. But what happens if , one day, access to the leading American models is restricted more broadly? We would still have European models, open-source systems we can operate ourselves, and Chinese alternatives. But there is no guarantee that another major power would never

... emergencies to a human, coding agents that won't push to main, ones that won't touch payment or lock systems without a human sign-off. Curious what your actual hard line is, the one thing you'd never let an agent attempt unsupervised even if it swears it knows what it's doing. and just as interesting - has an agent ever actually tried to cross that line on its own, or is it still theoretical for most ... ... that would change the decision before anything crosses that line. Confidence is not approval; a confident hedge is still a hedge. Curious how others make that context visible at the moment of approval. Comment from Not Red Fox(@notredfox): Never

... more hand-typing mistral-nemo:latest and getting it wrong. Picking a chip finishes the whole setup fills the model, quietly completes a bare root URL to /v1 so generation doesn't 404, and saves. Done. A gentle nudge, never a wall hand-type a model the server doesn't announce as tool-capable and you get a hint, not a block. Compose-only use stays legit. Pure enhancement, zero new surface no new provider ... ... settings. If the URL isn't an Ollama server, unreachable, or grumpy, nothing renders and the plain form stays exactly as it was. The strongest privacy story an email client can tell "your mail never

... Almost every founder I know has one line from a customer that's better than anything they'd have written themselves. Usually it's the oddly specific one. The bit you'd never have thought to claim about your own product. What I find interesting is how those actually arrive, because it's almost never

... many free QR code generators quietly rely on their own servers, then disable your code after a trial or push you into a yearly subscription. The idea: encode the destination directly inside the QR pattern itself, so it never depends on anyone's servers and never

... auto-approve, skip permissions, go do other 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

... environment where drawing attention to yourself wasn't really encouraged. That's not exactly ideal when you're trying to build a business, and even less so when marketing is literally how you make a living. :D I never had a problem promoting other people's products. Just my own. Now I'm in the same situation again. I'm building a LinkedIn plugin , and one of the main ways to get it in front of people is by talking ... ... based on what people actually need. Comment from ayoub tarhi(@ayoub_tarhi): The thing that's worked best for me so far: only mentioning the product when someone actually asks a question that it's the honest answer to, never

... that would make someone stop scrolling the number, the result, the before-and-after appears in paragraph three. Sometimes paragraph four. By then, most readers have already decided whether to click. The consequence that would have changed their mind never reached them. The numbers Average original architecture score across all 59 audits: 3.4 out of 10. Average rebuilt score after structural correction: 9 out of 10. Same content. Different sequence. No new copy written from scratch. The problem was never

... them) - The simple 20-second test that separates promising accounts from time-wasters - Why pricing and deal dynamics break at both the top and bottom of the market - How to stop chasing logos that look good on paper but never convert - Why heavy briefs and over-engineered processes quietly kill results - The minimal systems that let a small team manage real volume - Why speed of testing and iteration becomes the only real moat This is the exact advice ... ... same playbook on every channel. They test small, measure what actually moves qualified conversations, and double down on what fits their current stage and ICP. Most failed programs come from forcing one channel into a role it was never

... percent of new hires fail probation because credentials lied. each bad hire costs over 200k. must have problem for HR. three. the 92 percent of work that linkedin never covered. plumbers, nurses, electricians have never

... hours. Some of it I still want to keep my hands on. So I'm curious where everyone draws the line. For me: Fully handed over: research summaries, first-draft code, and turning rough notes into clean writeups. - Would never fully trust yet: anything that talks to real people on my behalf (emails, DMs) or makes final decisions without me reviewing. What about you? Which task have you completely delegated to an AI agent and never

... Context Engine for my Models 4. Replicate - Content Generation & Training Image & Video Models 5. Resend - API managed emails Also, recently - its Klipio, My own tool for Static Image ad creatives from competitor ads. Comment from Justin Verlin(@justin_verlin): Claude Code VS

... read versus what they say they want? Because my strong suspicion is there's a gap, everyone lists all six fields as essential, but in practice they glance at the diff and the failed checks and never

... entirely. We thought about leaving this vision and building something else multiple times, but just couldn't. It felt like this problem mattered. We went through multiple iterations: data plugs, smart profiles, open context layer. But the core conviction never changed: your digital data should be like a USB stick, pluggable into whichever platform you connect to, sharing only what you allow. Because we believed the infrastructure question who controls your context, and can you move it freely? would eventually ... ... really sure if the market would shift but I'm not complaining that it did :D We just thought we'd build something and open source it if nobody pays for it. But we wanted to put this alternative

... learn new software, read English, and trust a system they do not understand. Nobody is meeting them where they are. So we are building karSathi. The complete operating system for Indian small business. Delivered entirely through WhatsApp. The owner never leaves their comfort zone. They just talk. "Aaj 25k ka dhanda hua" Bookkeeping done automatically. "GST kitna pending hai?" Exact liability calculated instantly. "Invoice bana do Ramesh ko 15,000 ka maal diya" PDF invoice generated on WhatsApp. "Is month ... ... owner 2 weeks before the same season this year "Bhai pichle saal is time inventory late aayi thi. Is baar pehle se order kar liya?" That is not a reminder tool. That is a business advisor. One that never