... researchers found something almost comically small helps: starting a prompt with "wait a minute" made models less sycophantic. You can engineer that pause into your product a moment where the system checks itself before it agrees, instead of reflexively reaching for the warm answer. I'll name my bias, because it's the whole reason this study landed on me so hard. At Murror we build emotional AI a product whose entire job is to reflect how someone actually feels ...

... spread. Comment from Aadil Ghani(@aadilghani): @maklyen_may   It loosens. I think that happens to every approval step ever built, not just this one. Code review, alerting, security prompts, they all start strict and end up as a reflex once people trust the thing underneath. What does not seem to loosen is wanting to know. Teams stop blocking long before they stop caring who approved what and when. So the part that survives people getting comfortable is the record ... ... rather than hold the line forever. A stalled job that took the cautious path is recoverable. A stalled job that just sat there is a support ticket. Comment from Dale Mooney(@dalemooney): @alex_amancio_candoa_   @aadilghani  Constant versus

... think the next big leap in AI will be better reasoning, or better understanding of context? Comment from Somesh Putatunda(@somesh_putatunda): @_adekemi_a  I relate to this I didn't expect AI to become such a reflex either. At some point you stop thinking I should use AI for this and it just becomes part of how you work. What s the one thing you now use AI for that you never imagined you would a year ...

... worth what can reach it. Ten secrets in a repo with no fork-triggered workflow is a smaller problem than one secret in a repo with a pull_request_target job that checks out PR code. Rotating is the reflex because it's the thing you can actually do in 30 seconds but if the path stays open, the new secret is reachable by exactly the same route. it's the same shape as the remediation mistake in the incident ... ... first group is the one that needed the fingerprint, and it's the group i'd bet on long term: it survives renames and re-obfuscation for free Comment from Giovambattista Fazioli(@gfazioli): @bill_frad  thanks "informative vs

... Stacy Wycoff(@stacywycof83995): The shift that helped me was leading with a genuine question or observation about the problem, then only mentioning what I built if someone actually asks. People notice quickly when a post exists to get attention versus when it exists because the person is genuinely thinking about the problem. The founders whose promotion never feels salesy are usually the ones who would still write that same post even if they had nothing to sell. Comment from Stacy ... ... what you spend later. One caution on your list: editing a CTA onto a post after it performs well can quietly train your audience to expect a pitch every time something of yours lands, which is the exact reflex

... that's harder than it looks - built for quick "one more try" sessions when you have a minute and want a challenge. What it is: Tap to fly, dodge obstacles, chase your best score Fast runs, instant restart, pure reflex + timing Simple on purpose (no fluff, just gameplay) If you try it, 'd love your feedback on: 1) Does the difficulty curve feel fair? 2) What should I add next: more skins. leaderboards, or daily challenges? Android: https://play.google.com ...

... what the DigitalOcean inclusion actually unlocks: the conversation where a founder realizes the same workload is 40% cheaper on a smaller provider but they keep paying AWS for ecosystem lock-in. that comparison breaks the "i can't move" reflex more than any blog post will. ex-OCI background explains the depth. most folks in this space never had to compare provider performance profiles in production. that shows in the product. Comment from Mustafa Arian(@thenameisarian): @mathsociety   that ... ... stuck running it. but once you build the simulation engine without that assumption, you can show people what they're actually leaving on the table elsewhere. curious future direction: managed kubernetes pricing across providers next? the gap on EKS vs

... When I notice a project dragging, my reflex is always to cut scope. Trim the feature down, ship the smaller version, get something out the door instead of polishing the grand plan forever. And usually that's the right call. Most of the time I was building more than the problem actually needed, and cutting it loose feels great. But every so often scope isn't the real problem. The thing slowing me down is that I'm (semi-unconsciously ...

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... parallel. TTS is tuned for first-audio (smaller server-side chunking), and frame prep (JPEG resize) runs off the event loop so it never stalls playback. Honest take: it's reaction-latency (~1-2s event voice), not twitch-reflex works great as a co-host reacting to what happens, not for frame-perfect input. It's all open source if you want to dig into the pipeline: https://github.com/Alradyin/wall... Comment from Yelkhan (@alrady): @freya24  That ...

... things is must have for me! :) Comment from Fotso Tobou Achille(@achille82): Beyond hard skills, three things I watch for: curiosity that doesn't wait for permission, the honesty to tell me when I'm wrong, and the reflex to think before answering. The craft can be taught genuinely caring about the problem cannot Comment from Nika(@busmark_w_nika): @tham_yikfoong  How many people you hired are really able to understand the problem ...

... probably built one from scratch at some point You think in systems and dependencies, not tasks and deadlines You can take "we need to fix the licensee onboarding handoff" and come back with a real plan You document by reflex; your last manager probably said "we found out we were doing X because [your name] wrote it down" You've held a chief-of-staff, integrator, or RevOps / ops lead seat before or you've been a founder yourself ...

... product are risky? Comment from Atul Yadav(@atul_yadav20): the pattern you are describing is not a stability problem, it is a missing operational layer. generated code ships without the boring scaffolding a human engineer adds by reflex: idempotency keys on webhooks, retry budgets, alerting on silent failures, a runbook for the three things that will break first. lovable gave you the app. nobody gave you the on-call playbook. a retainer can work, but only if the person writes ...

... runs a full derived stat model:   Base Stats      STR AGI VIT AUR INT   Combat Stats    ATK DEF SPD DODGE PARRY BLOCK   Body Traits      VISION LUNG GRIP BALANCE ENDURANCE REFLEX   Aura Influence  AURA INSTINCT FLOW CONTROL AURA VISION AURA PRESSURE Stats unlock dynamically. ENDURANCE only appears if VIT > 40 AND STR > 30. AURA VISION only unlocks if AUR > 45 AND INT > 40. Every stat ...

... them specifically, and what you're hoping to learn? That can go a very long way. People are often kinder than we expect. More open than we expect. You just have to get over that self-edit reflex. At 12 years old, Steve Jobs got his first job on the supply line for HP by making one phone call: https://youtu.be/zkTf0LmDqKI Actual rejection Even once you get beyond self-rejection, there's always the possibility of real rejection. Someone ...

... noticed in myself and others: We lost patience with the process. If the answer doesn't come in 5 seconds, we feel something is wrong. We stopped trusting our own judgment. "Let me check with AI first" became a reflex, not a choice. We confuse speed with clarity. Getting a fast answer isn't the same as understanding the problem. I think the best use of AI is when it helps you think deeper, not when it thinks ... ... great. The issue is when you dont spend time in reading and analysing the answer that AI came up with. "Let me take AI help" slowly is becoming "If Ai has done this it should be good" . The reflex

... real tool (not a demo) click. Curious does that hold if you try it on this week s leaderboard ? Comment from ray(@ray_artlas): Only been on PH for a few days but I already have a skip reflex. If I have to re-read the tagline to figure out what the product does, I move on. Same with AI in the name, I just scroll past at this point. What makes me click is an icon that stands ...

... built a small Android app called Daily Reflex that focuses on short reflex

... exactly what to do next. Right now I am inviting in the first 30 founders personally instead of opening it up to everyone. Curious how you are validating that people would actually pay to have less on their plate, versus just agreeing that the problem is real. Comment from Sal Georgiou(@sal_georgiou1): Great question, Jake. I started feeling frustrated when I realized that, while doing content marketing with my team, we were scouting the socials to find problems ... ... measurably reduces cognitive engagement, and my own ChatGPT history full of "rewrite this sentence" and "what's the word for X." Things I already knew. I wasn't using AI as a tool, I was using it as a reflex

... landed in his inbox: "On a scale of 1 to 5, how often do you feel overwhelmed?" He quickly selected '2' (Rarely). But as he clicked the button, his internal voice screamed '5' (Constantly). The discrepancy was automatic, a reflex of professional self-preservation. He wasn't lying to HR; he was lying to the mirror. He closed the survey, realizing that the biggest barrier to his recovery wasn't the company's neglect, but his own desperate need ...

... handle edge cases where context shifts mid-discussion (e.g. meetings that jump topics fast). That s where flow usually collapses for us. Comment from Bhavin Sheth(@allinonetools_net): Bold take and honestly, it resonates. Search did become a reflex instead of a choice. Constant context-switching, fragmented thinking, half-answers stitched together from tabs. If Simplora truly replaces leave search return with answers inside the flow of work , that s a real shift, not just a slogan. Curious ... ... balance depth vs

... quick learning extraction. I can also dive deeper into the category breakdown, which outlines the components influencing the reflection score. We use the following 6 categories for scoring: Reflection Depth Emotional Awareness Goal Alignment Learning Extraction Perspective Taking Reflexivity From this view, I can see what I need to do to improve my critical thinking for next time. In my case my critical thinking could benefit from associating my emotions to specific decisions made. Looking at measuring and testing ...

... next level. (I am looking at all you monkeytypists ) What makes it different? Most typing tests show all the words upfront, which makes it easy to anticipate what s coming next. I wanted to create something that truly tests reflexes and typing ability. The goal of this game is to help you build speed and accuracy that carry over to more traditional typing tests like Monkeytype and 10 Fast Fingers. You have to read each word as it appears, type ...

... just a way to stay sane. Then a way to stay useful. Then something I genuinely enjoyed again. Today, that little survival tactic turned into three shipped apps : 1 PopClock www.nittram.ai/PopClock A tiny minimalist tap at 12 reflex game. I built it during waiting-room hours it helped my brain focus when life was heavy. 2 KnockFirst www.nittram.ai/KnockFirst A simple traffic light for home life. My wife and I both work from home, and after counting 47 interruptions ...

... Hunt meetups? Comment from Ansh Deb(@ansh_deb): Yeah that's literally all that I am doing haha. I am not much active on X, so I am missing out on that. But its just not embedded in my reflex so I don't open it as much anyways. So my goto approach is mostly seeing if the profile has linkedin, and connect with them Comment from Ansh Deb(@ansh_deb): @busmark_w_nika  Ya I bet. lol. Linkedin ...