... nobody covered, which is worse, because it changes a line of code a lot of us shipped this year without thinking about it. If your product has a "paste a URL" box, a link unfurler, an enrichment step, a competitor-monitoring job, or anything that fetches a page and hands it to a model, this is about you. What was actually measured. The paper is "Indirect Prompt Injection in the Wild" by Khodayari, Zhang, Acharya and Pellegrino, out of CISPA ... ... poisoning 8.1%, unauthorized transactions 6.2%, content moderation bypass 5.5%. Different method, same conclusion - it's real and it's deployed. Two disclosures. Unit 42 is Palo Alto Networks, who sell the defence; I'd weight their severity framing accordingly

... original hosts. It s a real backend, not a CLI: FastAPI + an arq worker + a LangGraph pipeline w/ a React PWA. One command (./launch) brings the stack up. Jobs pause at each ML stage so u can pick local vs hosted, model size, length & voices. I keep making it better, adding lots of features to it (searching podcast contents is the most interesting one I can't wait for). I made it opensource(MIT), rn. U can find ... ... through podcasts so I can listen to the topic of interest as I mentioned earlier & so forth. What features u want to be added or released sooner? lmk. I'm very excited about this & will genuinely plan accordingly

... because, honestly, it deserves to be hated. Here is exactly why. The Spam Never Stops The moment you put "developer" in your headline, the messages start. About 35% of LinkedIn connection requests are followed by aggressive sales messages, according to research from email management company Superhuman. That means one in three people trying to "connect" with you are actually trying to sell you something. Recruitment spam is worse. You will receive messages for roles you are wildly unqualified for, roles ... ... critical information, with many listings omitting salary ranges or listing an overwhelming number of requirements without clearly explaining what the actual job entails. Developers have noticed. Only 12% of developers use LinkedIn as their main source of technical information, according

... checklist I could launch tomorrow. I'm waiting three weeks anyway, not to polish anything, but so the account has some history behind it. A brand new account with no comments and nobody following it gets its launch treated accordingly, and that has nothing to do with whether the thing is any good. On the payments point I'd push back a little. Payments prove someone will pay, but plenty of products worth launching are free and stay free ... ... limited testers. They gave us the first feedbacks for us to make the app better. After we didn't succeeded with a try on LinkedIn, where the feedback was nearly zero, we are on our way to find good alternatives

... Overviews now appear on 48% of search results pages, up 58% year over year. One study from Seer Interactive across 25 million impressions found organic click-through rates have fallen 61% when an AI Overview is present. The kicker: according to Semrush data, 93% of searches conducted in Google's AI Mode end without a single click to any external website. Ninety-three percent. What Actually Happened Here is the short version of why this happened. Google introduced AI Overviews ... ... Google still largely shows traditional results. AI search is mostly eating informational traffic, not purchase-intent traffic. Second, the traffic that AI does send is higher quality. ChatGPT-referred visitors spend an average of 15 minutes on a website versus

... provides data and context that appears in synthetic answers? ". Google is no longer just a referral engine; it is increasingly the final destination for information. The data is already in The impact on organic traffic is significant. According to data from Ahrefs, even pages that were ranked #1 before the change now see, on average, 58% fewer clicks . The Pew Research Center found that only 8% of users click on traditional links when an AI summary is visible , compared ... ... queries are getting absorbed completely: my single biggest query sits at position 5 with 2,562 impressions and zero clicks, because Google just answers it on the results page. Meanwhile commercial-intent queries behave like it's 2019 "X vs

... search, backlinks influence visibility differently. They act on the retrieval layer the live search index that grounds AI answers rather than the model's frozen training weights . A domain's Authority Score correlated with AI mentions at Pearson 0.65, according to a Semrush study of 1,000 domains tracked across five AI surfaces . Raw backlink volume correlated far more weakly. Two insights from the data: Backlinks are a gate, not a dial. The relationship between authority and AI visibility ... ... read still lifts rankings and sends qualified traffic. Focus on earning editorial mentions on pages that already rank, get traffic, and actually influence both search results and AI-generated answers . Listicle placements on industry publications "best tools," "top X," "alternatives

... Monthly plan ( 7) Annual plan ( 59) with a discounted coupon Multi-license packages What would you criticise, change, or add to the pricing? If you know about a very good plugin I can inspire from and build my own according to it, please, drop them in the comments  I want to learn from the best. My second question is about dealing with users who complain about pricing. From what I've seen while working with another app, people always ... ... fits your long-term business model, not because people ask for it. Good luck with the beta! Excited to see how it goes. Comment from Danny Christensen(@danny_christensen): @busmark_w_nika Both actually. When i look at competitors

... Cursor just dropped " Origin ," a GitHub competitor. Cursor is moving way beyond "VS

... Cursor fast app/project editing 2. Factory agent-style coding workflows 3. Codex code changes and repo tasks 4. Claude long-context planning and review 5. ChatGPT product planning, launch work, debugging, and second opinions Honorable mentions: VS Code, PowerShell, GitHub, and Devin AI. I ve also been working on a local-first Windows clipboard vault because I reuse a lot of snippets, paths, prompts, commands, links, screenshots, and release notes across these tools. It made me realize how much ... ... Justin Verlin(@justin_verlin): Claude Code VS

... maths - assuming 40-hour work weeks. Dirac cost: $20/month. There are 4 weeks in a month, which is 4 x 40 = 160hours of work per month. this number will be used later, remember it According to studies like https://www.readless.app/blog/av... , about a quarter of that time is used directly in the email inbox. 160 / 4 = 40. That is ~40 hours per month in Email!! Now, assuming Dirac can save just ~75% of that time: Dirac can save ...

... right audience. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative to LinkedIn you said "Transparency, not hiding" as the positioning is sharp. The whole industry is moving toward pretending AI involvement isn't happening, so calling it out directly and making it a feature instead of a flaw flips the script in a really smart way. Recruiters needing to know what was AI vs

... want isn't just a ping, it's a lightweight summary of what happened while I was gone so I can pick up without the mental scramble. Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... about your list. What is a hunter? -Who should give the first comment? -You didn't mention a video. I'm thankful! Comment from Denitsa Pencheva-Valtchanova(@denitsapenchevavaltchanova): You mention a hunter - curious, do you think it brings value Vs self-hunting. I see both self-hunted and hunted by a popular hunter products reach "Product of the Day" Comment from Eden(@builder_eden): Saving this one. I've got a launch coming up shortly and this is exactly ... ... from Furkan Topcuo lu(@furkan_topcuoglu): I'd add reply plan after launch to the list. A lot of teams prepare the first comment but not the next 10 answers they'll need if people ask at pricing, use cases, competitors

... deep subject matter expertise . The classic playbook is broken. Software startups used to win by moving faster than incumbents on product. Now if you can build an MVP in four weeks with two people, so can your many competitors. The crowding problem is real. So what's actually defensible? Marc Andreessen put it simply: the moat is not the model . It's the product, integration, distribution, and captured value. And according

... them Having natural authority and being more of a leader than a manager Making tough decisions, even under pressure Surrounding themselves with people who are better than them in certain areas Being transparent, even when things don t go according to plan Comment from Nika(@busmark_w_nika): @harry__burns  both are valid, but discipline is gold! Comment from innocent fonkoa(@innocent_fonkoa): Resilience above everything for me Building Ritually as a first-time founder has taught me that ... ... interested! Comment from Anders T.(@atherkildsen): @artem_fedorovich  "desperate hires reveal real standards" this is ice cold and completely true. who you hire when you're under pressure tells you everything about someone's actual values vs

... According to the 2025 @Stack Overflow Developer Survey (49,000+ participants), @VS

... Store, but they all did the same thing: they showed me beautiful charts of how poorly I slept, but offered zero actionable steps to fix my daytime habits. So, I built the tool I desperately needed. Meet Circa Accord It s not just a sleep tracker; it s a privacy-first circadian rhythm optimizer. It focuses on behavioral conditioning and neuroscience protocols. Here is how it actively fixes your routine: The 3-Step Loop: It assesses your baseline, delivers highly ... ... Community: Here is the brutal truth of building in public: the App Store "cold start" algorithm is unforgiving. Without those first 10-20 ratings, an indie app is essentially invisible to the world. The core features of Circa Accord

... know very morbid businesses that took the fun aspect as their main competitive advantage and differentiator (the funeral service used MEMEs)... What were the best examples of serious businesses that knew how to work with marketing very creatively/innovatively? (according to you) Comment from Nika(@busmark_w_nika): @janne_vakkilainen  why does he use such big fonts? :D like for fun or? :D because it is actually good for disrupting patterns :D Comment from Nika(@busmark_w_nika): @voizematic ... ... mentioned number, they rejected it :D Comment from Josh H(@joshua_herrera): I don't think they need to do meme content. Traditional marketing approach like " Company saved $50K by switching to us" or comparison breakdowns like "our fees vs

... referral traffic grew 1,615% year-over-year for one enterprise TMS provider. But it's still 1-3% of total organic volume . The signal is there. It's just buried. 40% of small businesses have already lost traffic. According to a 2026 survey, 40% of SMBs have experienced traffic disruption due to Google's algorithm changes and AI Overviews. The larger the business, the larger the hit 46% of companies with 11-100 employees saw declines . Yet 72% still ... ... their SEO is "effective." There's a gap between perception and reality . The tools aren't helping. SEOs are stuck with dashboards that show problems but don't solve them. According

... Augment Code has been quietly building enterprise-grade coding tools for large engineering teams, and they launched Intent . heir answer to what comes after the IDE. According to their announcement: "The bottleneck has moved. The problem isn't typing code. It's tracking which agent is doing what, which spec is current, and which changes are actually ready to review." What makes Intent different is the living spec model. Requirements update automatically as agents complete work, so every agent shares ... ... changes are grouped by task in isolated worktrees, so when two agents disagree you see the divergence per-task before anything hits rather than in one giant broken PR. On top of that, a verifier agent explicitly checks spec vs

... actually a broader topic, because every country celebrates holidays differently, and with many teams being international, some kind of synchronisation is necessary the question is: how? Do you organise holidays and days off individually based on each employee, or according to where the company is legally registered? And it s not just about working or not working, but also about compensation . For example, in my country (Slovakia), if you re a regular employee and work on a holiday or weekend ... ... specific percentage-based bonus according

... want to share a project I ve been pouring my heart into for the past few months: Circa Accord . The Backstory Living in a hyper-fast-paced urban environment, my daily routine was completely broken. I was constantly trapped in "revenge bedtime procrastination." I tried almost every sleep and habit tracker on the App Store, but I kept running into the same issue: raw data wasn't enough to change my behavior. Seeing a beautiful chart showing I only slept ... ... stop me from doom-scrolling the next night at 2 AM. I realized I needed psychological leverage, not just analytics. So, I spent my evenings teaching myself iOS development to build the exact tool I needed. What is Circa Accord

... Last month, I did something that felt slightly insane. I took our product description, fed it into ChatGPT, and asked it to build a competitor. Not a parody. A real competitor

... week, and exactly when you need to review it. Optimal Study Time: Stop fighting your biology. BrainLoom tracks your pass rates across the day and tells you exactly what hour your brain absorbs information best (e.g., 6:00 PM vs 8:00 AM). Hardest Cards & Leeches: Instantly isolate the exact concepts that are slowing you down so you can rewrite them or use the AI Weaver to simplify them. Also in v1.0.6: Pin to Top: Stick your most important ... ... Architects" batch (Lifetime License is $34 before we eventually move to SaaS for v2.0). Grab the update (Mac/Win/Linux): https://brainloom.app I'd love for you to test it out and tell me: What is your actual "Optimal Study Time" according