... past 3 months, I ve been building a LinkedIn extension that tracks activity and helps users avoid getting restricted or flagged by LinkedIn by quantifying their actions over time. It s based on a problem I ve experienced myself, and (as bad as this might sound) I m hoping I m not the only one who has this problem. The product isn t fully finished yet, but the core functionality is already working well enough to serve ... ... somewhere to land that isn't the store page. but if your discovery is all in-product, skip it for now. Comment from Nolan Vu(@nolan_vu): the restriction problem is real and super underrated. i've had accounts flagged

... daily summaries, issue detection, and helping developers spot trends before ratings drop. Would love to hear how others are handling app reviews and user feedback. Comment from Mustafa Arian(@thenameisarian): What you're building TAM Network. the alternative to LinkedIn for everyone who builds and serves. coders, plumbers, nurses, designers. instead of titles and endorsements you publish receipts of work that customers and peers countersign. recruiters filter by 'who actually did this' instead of 'who has been at the company ... ... feels worse than no profile. early answer: a 'receipt builder' that turns one customer text message into a signed entry in under 30 seconds. aug 12 launch. site: thetamnetwork.com Comment from Mustafa Arian(@thenameisarian): TAM Network. an AI-native alternative

... content for our products 5. google search console Comment from Sona J(@sona): Slack - communication, also personal notepad Figma - for detailed design work and team handoffs Sivi - for instant marketing design generation PostHog - analytics, session replays, and feature flags in one place Windsurf/Devin - not just for engineers Seems the common thread is no longer tools that help me work, its tools that work alongside me. Comment from Sona J(@sona): @busmark_w_nika  love that you arekeeping ... ... model that makes #5 possible without any audio ever leaving my phone. Comment from Olaoluwa Oluwaniyi(@zedgi): Here are my 5 (I couldn t function without them): Cloudflare DNS, CDN, security, Workers it quietly runs everything behind the scenes VS

... half their week on admin instead of strategy, I built https://goamigo.co/ It connects to your existing stack (Jira, Asana, GitHub, Slack) and automates the parts that eat your week: - Auto-scheduling based on real team capacity - Risk prediction flags delays weeks before they happen - One-click status reports, audience-specific and board-ready - Dependency conflict detection across teams PMs using it save 6 10 hours/week on average. That's one extra project day, every week. Free 14-day trial ...

... flagged, and you can overrule it. Your tiers are sharp because they key off what got touched, not a vibe. And tests are missing as a high-risk trigger is the move most people forget, it flags

... Healthcare devs are expected to document compliance at the code level but most teams do it by hand, inconsistently, or not at all until an audit forces the issue. compliancedoc-healthcare fixes that. Select any code in VS Code, run a command, and get structured compliance-aware output in seconds: **Explain** plain-English breakdown for compliance officers and auditors: what the code does, what PHI/PII it touches, what risks it flags

... review, or a FINRA examination, you know the pain: engineers write the code, compliance officers need to understand it, and the gap between those two worlds is expensive. We built compliancedoc to close that gap a VS Code extension that analyzes your selected code against 7 major financial compliance frameworks and generates audit-ready output in seconds. What it does: Explain Plain-English breakdowns of what your code does, what data it touches, and what compliance risk it surfaces. Written ... ... compliance officers, not just devs. Generate Docs Auto-inserts a strict JSDoc block above your function with compliance tags, data classification, PII flags

... configs. Existing cleaners were either heavy-handed or opaque, and many users are understandably anxious about accidentally removing something critical. What CleanMyLinux solves : CleanMyLinux helps you reclaim space and tidy your system while minimizing risk. It scans your system, flags likely-unused items, explains why they were flagged

... community just shipped my first independent storefront and would love feedback / brutally honest critique. What it is: 8 products total at https://onmylist.gumroad.com/ , all centred on AI adoption for Indian small businesses (1-25 person teams). The flagship is a 14-page brief that ranks 10 specific AI workflows by hours-saved-per-week monthly cost in INR, with 30+ copy-paste prompt templates and a tools comparison across 9 categories. Why this exists: most "AI for Indian SMBs" content ... ... slide deck written by a consultant who has never run a small business. The actual playbook is shorter, cheaper, and more boring than the vendors want you to believe. The catalog: AI Automation Opportunity Brief ( 499, flagship

... researching IP solutions to reduce account association risks, and I m torn between static and dynamic IPs. Here s what I understand so far: Type Pros Cons Static IP Stable, good for long-term account login Easier to be flagged if IP is dirty Dynamic IP Changes frequently, hard to track Might trigger login alerts from platforms For those of you running e-commerce or multi-account operations: Which type of IP do you use? How do you ensure your ... ... clean and the platform flag

... problem wasn't the AI. It was the output. RCGE could generate clean, structured content fast. But clean and structured isn't enough anymore. We analyzed our own content library against Google's new signals. Five red flags kept appearing : Zero information gain Our content was paraphrasing what already existed. No original data, no case studies, no expert quotes. Google now measures "information gain" as a ranking factor. Content that doesn't add anything new gets devalued as "redundant." Generic ... ... expertise AI can explain how something works. It can't explain the experience of doing it. Our content lacked first-person pronouns, original photography, specific anecdotes. Google's E-E-A-T framework now flags

... cloud sync. No subscription. No auto-posting. Just your drafts waiting on your device until you're ready. Write Tag the platform Move to Queue Publish when you choose. Android: https://play.google.com/store/ap... GitHub: https://github.com/Flagodna-Deve... Landing page: https://flagodna-developer.github.io/skedoff/ Would love feedback from creators who are tired of paying monthly just to write a caption ...

... flow. Inline images. Generated articles include images, not just text walls. Regeneration. Mess up one paragraph? Regenerate just that part. Not the whole article. What we're adding in v2.2: A third layer: proofreading. Not grammar checking. Something that flags content that adds nothing new. Content that just rephrases what's already out there. Content that doesn't include something unique to your brand a data point, a screenshot, a real example. We want to catch the stuff that feels ... ... publish. What we're trying to figure out: What does your current content generator do that you hate? What do you wish it did that it doesn't? When you generate content, what makes you delete it vs

... unfair terms GDPR whether the service actually respects your rights under EU law Kid Safety child protection measures and COPPA compliance Now You See Every Clause. Avalw Vision doesn't just give you a score , it shows you every flagged clause, ranked by severity: Critical, High, Medium, Low. You see the exact text from the original document, explained in plain language. 25 flagged

... facing that exact same "Fragmentation Tax." THE PROBLEM: BUILDING FOR THE AVERAGE Right now, most modern web apps are forced to serve the "lowest common denominator." Developers build for the average device, which creates a massive performance paradox: Flagship underutilization: $1,200 phones are treated like budget handsets, with 90% of their CPU/GPU power sitting idle. Feature stagnation: Innovative, high-fidelity features are often cancelled or "dumbed down" just to ensure compatibility with low-end devices. The Cloud Tax: Infrastructure ... ... Engineering) at high-growth SaaS, Fintech, or AI-first companies to help us set the new standard. As a Design Partner, you will: Co-author the Future: Help us define the "Task Fingerprinting" standard for your specific industry. Unlock "Flagship

... those answers, you don't exist. PART 2: The Complete 30-Minute Audit Step 1: Keyword Selection (5 minutes) Choose 20 keywords to audit: 10 branded keywords: Your company name Your product names Your founder/CEO name Your flagship features 10 non-branded keywords: "[Your category] best tools" "[Your category] alternatives

... fell through before they discovered the issue. Example B: Founder background A fintech founder's Wikipedia was updated to remove an old affiliation. Perplexity still cites the old version. Investors researching the founder see incorrect information. No way to flag it. Example C: Feature comparison An AI answer claimed a product lacked a feature it actually had. The feature page existed. The documentation was clear. But the AI learned from an outdated Reddit thread instead. Why This Happens AI answers ... ... most likely to be misrepresented by AI trained on old data. What You Can't Control Let's be honest about the limits: You can't: Force an AI to update its answer "Recrawl" ChatGPT like Google Search Console Flag

... scattered articles. Cannibalization quietly eating clusters from the inside. Brand completely invisible in AI responses despite solid rankings. GSC data just sitting there while strategy runs on gut feeling. Content teams writing without any SERP delta intelligence. SEO tools flagging problems but never actually fixing them. The knowledge isn't the problem. There's no shortage of SEO advice. The problem is the absence of an execution system. So that's what Nuwtonic is. The industry's first Agentic ... ... connects directly to GSC and runs real-time analysis across 50+ SEO aspects: Top Page and Query Performance Top Mover Delta Analysis Growth and Decay Analysis Performance Trends Rank Disparity Analysis CTR Uplift Analysis Impression and CTR Segmentation Brand vs

... your day It asks thoughtful questions to help you reflect Generates a summary when you're done Mood tracking built in - see your patterns over time Add photos to capture moments Calendar view to browse past entries New: Feature Flags Every new feature now has a toggle in Settings. Journal not for you? Turn it off with one tap and it's gone from your menu. This is how we're building going forward - you choose what stays, what goes ...

... made a World Flag Challenge app a quiz based on speed and accuracy. I m posting here mainly to get feedback: Do you like the app? Any improvements? Link: https://www.worldflag.infy.uk Thanks in advance happy to return feedback on your projects ...

... Your Optimal Path 3-5 concrete steps from Current Role Dream Job Success Probabilities Know your odds (e.g., "82% took this route") Timeline & Salary Realistic expectations per transition Skills Gap Analysis What to learn, when, and why Red Flag Alerts "Don't skip this step (91% failure rate)" Example output: Marketing Coordinator VP Marketing (67% success rate) Step 1: Senior Marketing Manager (2-3 years) Skills: SEO, Marketing Automation Salary: 55K 75K Step 2: Head of Growth ... ... years) Skills: Strategic Planning, Board Experience Salary: 95K 140K Don't stay >3 years in Senior role (kills momentum) Key Features Vector Map Visual metro-style career path Job Offer Reality Check Scores toxicity (0-100), flags

... launched Contract Guard AI a tool that reads your rental or business contracts, highlights red flags, and explains every clause in plain English. It s like having a first-pass legal assistant that spots what most people miss hidden fees, vague terms, or missing protections. Upload a doc, get a clear risk score in seconds. Try it here https://contractguardai.blueoran... Comment from Zulma(@deleted-9052837): The plain language explanations are a game changer for non lawyers like ...

... land users on a 404. What Migma Email Preflight checks Migma s Preflight bundles multiple checks into one pass so you don t have to stitch tools together. - Link Validator Crawls every URL in the draft, reports 200 vs 404 responses, flags

... launch day or a rough range of upvotes/comments? Any rules of thumb you ve used (e.g., % of Teaser followers who visit, comment to upvote ratios, or targets you set for the first 4 hours)? 2. Keeping support authentic (not flagged as spam) We have ~1k DAU in a global community who love the product, but many are new to PH. What best practices helped your community participate without getting flagged

... become the trend in AI model launches, GPT-5 is no single monolith. OpenAI offers five distinct engines for users and developers, so you pay only for the power and latency you need: GPT-5 The flagship, unified system that automatically routes simple prompts down a fast path and heftier queries into its deep-thinking core. Priced at $1.25 per 1 M input tokens and $10 per 1 M output tokens. GPT-5 Thinking Invoke by typing think hard ... ... Team subscribers. Extends context windows up to 128 K tokens for marathon codebases, legal analyses, or in-depth research. Same base rate plus surcharges for extra context . GPT-5 mini A budget-friendly workhorse delivering roughly 80 percent of flagship