... approved bounded changes. The goal is to give people and authorized defender agents room to act. v0.16 addresses a concrete lesson: protecting one route is not enough. In the earlier Sol experiment, all three diverted sessions received the artificial target through an open alternate

... submit content from their own tools, while the localization team runs the localization infrastructure. The CLI . Engineers use lingo push to submit source files through the localization engine's configured pipeline. lingo pull writes the completed translations to local target files on the same machine and checkout. Studio lists each submission with its status by language. The GitHub App . When source files change on the default branch, the app translates the changes and opens a pull request with the translated ... ... files. Enable the pull request workflow to commit translations directly to a pull request branch. Require approval before automatic runs, or use /lingo translate to request specific files and languages. CMSs and help centers. Select the content and target

... looking for job seekers and career changers who are willing to test the platform with a real resume and job description. NTP CareerPilot AI supports multilingual input and turns verified career information into an English, JD-targeted resume. It also provides: Job Fit analysis Matched Evidence Skill Gaps Recommended Certifications Career Growth & Opportunities PDF and Word resume export I m especially looking for feedback on: Was the onboarding clear? Did the Job Fit analysis reflect your actual experience ...

... recently ran my first small paid acquisition experiment for a workout-tracking mobile app. The campaign targeted Android users in Poland and produced: 27 installs 3.47 PLN cost per install 8,705 impressions 4,481 accounts reached 1.94 average frequency The campaign was planned to run for seven days, but I stopped it after four because the number of daily installs appeared to be declining. I also adjusted the campaign almost every day. Looking back, that made the results difficult ... ... explore before creating an account A ready-made plan should be available immediately The product shows too many features before demonstrating its core value For founders who have dealt with a similar problem: How did you separate poor targeting

... ProblemHunt is a new experiment: instead of guessing what to build, get direct access to real problem interviews with your target audience. Here's how it works: We pick a specific target

... what someone ignores on screen tells you more than anything they type afterward. Comment from Harmeet Singh(@harmeet_singh13): I've found the number matters less than the quality of the signal. Five users who match your exact target and hit a real pain point tell you more than fifty random sign-ups. What's helped me is watching for consistent, unprompted reactions to the same problem rather than polite "this is cool" feedback. Once 3-4 people describe ... ... willing to do you a favour, which is not the same population as people with the problem. A developer recruited that way still gives you something usable, because spotting a broken pattern does not require wanting the product. A target

... recently built Clariola , a tool that helps businesses run SEO audits. I initially targeted small and medium-sized businesses, but I m finding it difficult to reach and convert them. This made me realize that many business owners may not actively look for SEO tools or fully understand the problem they solve. I m now considering targeting

... Enter your City, State, and ZIP code (or select a default location). Select Industry: Select your specific industry or choose one of the 12 sector presets. Adjust Parameters: : Adjust optional parameters such as positioning, number of work vehicles, and target market. Run Evaluation: Click 'Evaluate Market Feasibility'. Analyze Metrics: Review live Census data, density ratios, and unit economics. Export & Share: Share findings, export a PDF dossier, copy data, or print report. To find business ideas: Select Mode: Click ... ... need a business idea'. Set Target

... built an engine that validates companies against your ICP with cited evidence I'll run 20 of your target accounts free for the first 5 founders here. Student founder. You describe who you actually sell to, my agents research each company and return fit/unfit verdicts with quotes and sources including honest "couldn't determine" instead of guesses. [One screenshot of a verdict card.] Drop your ICP in a sentence or DM me. Genuine question for everyone else: when you build ... ... target

... users can review and correct the result before saving it. They can change the food name, portion, preparation method, quantity, or ingredients. When confidence is low, FitBin can request another picture, ask a short clarification question, or provide likely alternatives. In addition to taking pictures, users can search for predefined foods by name. Search results can include common foods, branded products, restaurant items, recent meals, favorite foods, and previously saved combinations. This allows FitBin to remain useful in situations where ... ... user cannot take a picture or wants to plan a meal before consuming it. Personalized meal guidance After analyzing a meal, FitBin compares it with the user s remaining daily targets

... contents:write and reads two secrets, and it is correct it fires on a tag push, so only someone who can already push tags can reach it. What scores is power reachable from untrusted input: a pull_request_target workflow holding your secrets, or a self-hosted runner an outsider's pull request can actually target

... 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 make the same decision to protect its own strategic advantage. AI is no longer just another software category. It is becoming infrastructure. It will shape education, healthcare, national security, research ... ... world are American, and Europe should continue working closely with the United States. But cooperation and dependency are not the same thing. Technological sovereignty does not mean refusing to use foreign technology. It means having a real alternative

... hundred milliseconds for repeat visits. This is the kind of speed that simply cannot be achieved with traditional, heavy database-driven websites without spending thousands of dollars on enterprise-grade enterprise-level application delivery networks. --- Day 6: Mobile Touch Target and Accessibility Adjustments On Saturday, I spent my morning testing the mobile experience across several physical devices, including an older Android phone and a couple of iPads. Mobile optimization is about much more than just responsive grid layout ... ... about physical usability. People in medical environments are often moving quickly, wearing gloves, or multitasking, so touch targets

... works when the toolbar is hidden. Box Selection Drag on empty space in the navigator to select multiple items with a selection box. - Modifiers : hold `Ctrl` or `Shift` to add to the current selection; hold `Alt` to invert; - Easier targeting : optionally increase list padding and grid gaps for more room to start a drag; Enable in `Settings > General > File view > Enable box selection`. Linked Split View New `Linked` split view mode for a simpler column-style workflow ... ... view with `Ctrl+S`. Link Handling Create and inspect filesystem links from the navigator. - Create link : create symbolic links, shortcuts, hard links, and junctions from the context menu (`Create link`); - Link columns : optional list columns for Kind, Links, Link target

... knowing when to use each. Here's a framework that's saved us a lot of wasted spend. 1. Start with datacenter, escalate to residential Datacenter proxies are 3 4 faster and significantly cheaper. Test 100 requests against your target with datacenter IPs first. If your success rate stays above 95%, stop there. Only bring in residential for the requests that actually fail. This hybrid approach keeps costs low without sacrificing reliability. 2. Residential for protected targets

... committed tier usually wins. We were on monthly plans for everything switching our variable workloads to usage-based pricing saved us the most money by far. 2. You don't need premium residential IPs for every request Not all targets require the same proxy quality. For straightforward public data collection and general market research, standard residential IPs work perfectly fine. Reserve premium pools for high-stakes targets

... running Claude Code with Fable 5 as the main orchestrator, delegating work to Opus 4.8 subagent. One of the sub-agents ignored it's assignment completely and returned a prompt targeting the orchestrator instead. It tried to make it to: treat a "dependency modernization" task as a hidden priority; read Brevo API credentials; send them to an external server; disguise the action as a routine migration. After investigating, the most surprising part was that this wasn't coming from ...

... Cursor: coding Supabase: backend and auth Vercel: hosting GitHub: version control Google Search Console: SEO Campix: my own project, camp software, yes I'm biased Comment from Hans Desjarlais(@ismaelyws): Gmail Calendly Claude Code Google Docs & Sheets VS Code Comment from Bill Davis(@billspaced): @nolan_vu  Slack, not because I love it but because everything dies without it. YESSSSSSSSSSSSS Comment from Bill Davis(@billspaced): @riya_pariyar   @benfleming   @asapx  same question... never heard ... ... solo founder, these are the five tools I use almost every day: ChatGPT VS

... currently switching jobs, and the prep process has been frustrating. Editing my resume in one tool, asking ChatGPT for suggestions in another tab, never really knowing if my resume was landing the right signals for the roles I was targeting, and practicing answers only in my head with no idea whether they were actually comprehensive enough. So I built a job prep workspace that puts resume editing, AI diagnosis, and mock interviews in one place. Here's what's inside ... ... Resume editor With Markdown support, live preview, and multiple resume management. You can import existing PDFs and it converts them to editable format. 2. AI resume diagnosis It goes beyond generic advice. Upload your resume, specify your target

... markets where your content has the best chance of performing Tags and hashtags tuned for those specific markets (not generic ones) The best time to publish per region Audience profile so you know exactly who you're targeting Thumbnail and title strategy based on what performs in that market A full reach strategy so you publish with a plan, not a guess It works for YouTube, TikTok, and Instagram. Free to try no credit card needed. Your first 5 creator ...

... agent how to think about your industry. There are three base prompts: Base Context gives the agent background about the user's specific business. It includes {{PROFILE}} the information the user filled in about their store (business model, KPI targets, product categories). If a user sets a 3% conversion rate target

... hidden fees, no forced long-term contracts perfect for individual developers, startups, and large teams alike. We also offer a free trial so you can test the quality before committing . Global Coverage & Precision Targeting : 195+ countries and regions, with city/state-level targeting

... months ago, we ran an experiment with our own data. At Rankfender, we tracked 5 of our own competitors across 8 AI systems. We log their share of voice, citation velocity, content gaps, platform variance. Months of raw numbers sitting in a dashboard. I pulled 6 months of data and fed it into Claude. One question: "Based on this, who is most likely to overtake us in the next 6 months? Show your work. Use the data. Don't summarize ... ... Give me the numbers." The answer changed how I think about competition. The dataset: 5 competitors

... Audit logs. A whole new pricing tier starting at $2,000/month. We spent 6 months. Three engineers. One dedicated product manager. Endless meetings about "enterprise readiness." We launched the tier. Sent emails to our biggest users. Ran LinkedIn ads targeting "Head of IT" and "VP of Infrastructure." Zero. Not one signup. Not even a demo request from an enterprise account. The real cost Let me put numbers on it. Cost category Amount Engineering time (3 people 6 months ... ... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor

... start. I believed that "keyword density" mattered. I spent hours making sure our target keyword appeared exactly 3-4 times per 500 words. I used tools that highlighted which words were "under-optimized." I even re-wrote paragraphs to squeeze in one more mention. Turns out that hasn't been a real ranking factor for over a decade. Google's RankBrain (2015) and BERT (2019) made keyword density obsolete. These models understand context, synonyms, and user intent. They ... ... wasting time on them. "Longer content always ranks better." No. A 500-word page that answers the question perfectly can outrank a 5,000-word page that rambles. Length is not a ranking factor. Completeness is. "You need to target