... This happened to us last week. Agent wrote the fix, tests went green, we merged. Prod error rate spiked 20 minutes later. Went back and found the agent had "fixed

... started Ailoitte because great product ideas kept dying in 6-month agency timelines. AI didn't make us faster by magic. We restructured the incentive model first. Fixed price means our margin improves when we ship ... ... weeks, not 12. So the whole team is motivated to cut unnecessary meetings and make faster decisions. 38-day average is across 300+ products, mobile apps, enterprise platforms, healthcare EMR, fintech dashboards. Happy to answer how we scope fixed

... items to work through. Easier access to chat: We've made it quicker to get into chat from the desktop header and given it a more prominent spot, so asking the AI a question takes fewer clicks to reach. FixesFixed long tags spilling outside their container and overlapping other text on small mobile devices.

... Engineering teams have always faced the same question: build in-house, hire an agency, or find something in between. In 2026, a fourth option has emerged, AI-native pod teams that ship fixed-price, outcome-based software in a fraction of traditional timelines. But "faster" is easy to claim. Harder to verify before you sign a contract. The AI Velocity Pod Calculator lets you input your actual project scope feature set, compliance requirements, team structure and get a transparent, side ... ... side breakdown of: Estimated timeline (traditional agency vs

... stays open by default as you navigate within a tab New keyboard shortcuts: Alt+R to open or close the extension, Alt+S to save the current page, Esc to close Consistent behaviour across Chrome, Edge, Firefox, and Arc Fixed an issue on Edge where clicking "Open in app" didn't actually open the app Fixed

... which now use the full note, including attached files. More robust TikTok scraping in the browser extension. Cleaner file uploads with scroll indicators and a tidier footer. Smoother mobile navigation with hidden scrollbars. More reliable file previews in chat. Fixes X posts now save on mobile. Full list of supported content. Connections for PDFs without a source URL. Quiz infinite loading resolved. Tag initialization more reliable across app and extension. Back-swipe from cards no longer hits the login screen ... ... iPad pointer and touch handling fixed

... founder to answer. That means the vision is not shared. It is just one person's idea. When that person is gone, the product dies. 3. The support tickets are the same ones from six months ago. You fixed the bugs. You added the features. But the same complaints keep coming. That means you fixed

... Experience Improvements - Improved Thinking results for suitable file and image scenarios. - More stable long-image downloads. - More reliable dynamic content editing. - More stable chart display. - More consistent page interaction behavior. - Improved generation completeness for complex files and long content. Fixes - Fixed

... results were almost identical across 85% of them. Here is what the data says. The Timeline to Failure Months 1 6: Everything worked. Fast releases. Happy customers. No time for architecture. Months 7 12: Progress slowed. Strange bugs appeared. "Fix it later" became the motto. Months 13 18: Every new feature broke three existing ones. Deployments became stressful. Months 19 24: Hired more engineers. They just maintained the mess. No new features shipped. After 24 months, reality left only ... ... months of lost revenue during the rewrite. Total loss per company: $2 3 million . The highest cost is not the engineering budget. It is taking engineers away from building new features to fix

... core features: official Cloud Services and Strategy Engine, fully enhancing the out-of-the-box AI experience and convenient automated task processing capabilities. In addition, this update covers up to 19 new features, 27 improvements, and 15 bug fixes, dedicated to creating a smoother, smarter, and more stable user experience. Cloud Services In 0.7.0, we have integrated official Cloud Services into Everywhere, providing you with a more out-of-the-box AI experience: Out-of-the-box AI Models ... ... signature to the installer to enhance security and reduce false positives from antivirus software. (Windows) Optimized the textual description for "Startup as Administrator" (#326). (macOS) Strengthened the security of system tools to prevent potential command template injection risks. Bug Fixes

... governing, still falls entirely on you. The moment your AI-generated app hits production, you're back in the same ops hell that existed before AI: waking up at 2am to a PagerDuty alert, tracing through logs, writing a fix, pushing to CI, hoping the deploy works. AI has made building software faster. It did nothing about maintaining it. That's the problem we are building Solen to solve. What Solen actually is Solen is a platform that manages ... ... recent logs, and affected component. The AI diagnoses the root cause and returns a structured assessment: what broke, why, and a confidence score. If confidence is high enough, it generates a targeted code patch. The build pipeline applies the fix

... hold, deal with banks that underwrite chaos, and then keep feeding utility bills forever. Somehow this became normal. We refused to accept it. ShikkeeOS is our answer: a platform where you can configure and reserve a real home online, with fixed-price logic, built-in solar, and financing paths connected to the product from day one. Our first product on the platform is Shikkee Iconic : 2,153 sq ft flagship home fixed

... every day? We tracked the top 10% of accounts by engagement. Their most-used feature was the Workflow Engine. Not because they requested it. Because it saved them time. They built automation for content publishing, citation alerts, and competitor tracking. That told us more than any sales call. 2. Support ticket clusters What problems keep coming up? We used RAISA to cluster 1,200 support tickets. The largest cluster (34%) was "automation rules are confusing." Not "add app store tracking ... ... backlink discovery." People wanted us to fix

... Last week we did something stupid. We paused all human coding. Gave Claude (Anthropic) access to our GitHub repo. Told it to build new features, fix bugs, and ship. No human review. No guardrails. Just Claude and our codebase. For 7 days, it ran the engineering team. Here's what happened. Day 1: Confidence was high. Claude (Sonnet 4.6 then Opus 4.5) fixed

... GlockApps). As a potential customer of even as a SaaS business owner, which title and tagline resonates the most with you? 1. Current (see screenshot) Send Emails People Actually See. Find out why your emails land in spam and fix in minutes with AI-powered tools backed by a real deliverability expert. 2. Your Emails Deserve to Be Read. Test your deliverability, find what's broken, and fix

... that. AI scans your page looking for one thing: answers to specific questions. If your page doesn't directly answer "what is the best tool for X" in a way AI can extract, you don't exist. What I fixed: I stopped writing clever marketing copy. Started writing direct answers. Before After "We help teams collaborate better" "We're a project management tool for remote design teams. Here's exactly how we work." Feature lists Problem-solution paragraphs Vague benefits ... ... Specific outcomes Lesson #2: AI Loves Comparisons Even If You Lose This one hurt. I avoided mentioning competitors

... Nobody talks about what happens when you get it and the AI gets it wrong. I've spent months analyzing AI answers at Rankfender. Here's the side nobody markets. The Problem When Google gets your site wrong, you fix the page and wait for recrawl. When an AI gets your brand wrong, there's no "recrawl." There's no "fix

... seconds, with a simple status bar indicator so you always know what state your document is in: just saved idle [+] unsaved changes [ ] saved state The goal is simple: you should never think about saving while writing. This release also fixes a handful of small friction points that came up during early use. To update: pipx upgrade prosaic-app Improvements Autosave with visual indicator in the status bar Saved state indicator [ ] to complement [+] Setup wizard now includes a clearer Git remote ... ... example Status bar reference documentation Fixes

... Improvements] Popup cleanup refined : Clearer descriptions and more intuitive feedback for popup/overlay cleanup. Simplified paste mode : Merged into a single toggle plain text by default, one click to keep styles. Smart download adaptation : HTML downloads now auto-detect email vs. web content for optimal cleanup. Toolbar streamlined : Removed redundant buttons for a cleaner editing interface. Editor performance boost : Core components restructured for faster overall response. [Bug Fixes

... made $120k+ in 2025 fixing apps that founders built with Cursor, Lovable, and v0. Here's what was actually broken. P.S.: We are not an agency, its my portfolio and offerings I didn't plan to build a business around cleaning up AI-generated code. It kind of found me. In January 2025, I launched QuickLaunch as an idea-to-MVP platform. Got 100+ users in the first week. Cool. But something weird started happening in the DMs. Founders kept ... ... asking if I could look at their existing apps. Not build new ones. Fix

... standardizing buttons, borders, spacing, shadows, and colors across the entire app. Tag autocomplete: Enhanced with better filtering, visual hints for "create new" and "enter to add," keyboard navigation, and inline nested tag support. Mobile chat input: Chat input stays fixed at the bottom on mobile, never scrolling out of view. Mobile toolbar blur button: One-tap button to dismiss keyboard and close the editor toolbar. Connection highlights: Your current card now highlights in the connections tab, showing exactly ... ... Quiz questions now respect your font size settings. Homepage card sources: Card sources now visible on homepage (replaced description text for better clarity at a glance). One-click note creation: Added create note button to homepage. Mobile menu button: Fixed

... Blop AI is a website scanner that helps no-code builders catch UX issues before clients/users do. You paste a URL, it flags problems (broken flows, accessibility gaps, layout inconsistencies, mobile weirdness) and suggests concrete fixes + UI before/after previews, so it s not just generic advice. Link (free beta): https://blopai.com Why I built it I ve seen a lot of no-code projects ship fast (which is the point), but then you hit the polish tax : Why is this ... ... checklists/tools. I wanted something that acts like a quick pre-launch QA pass for UX + accessibility. What you can do right now Scan any live site (Webflow / Framer / Shopify / custom) and get a prioritized issue list. See suggested fixes

... released two updates on the same day! Financial Calculator version 7.4 is now available, fixing three issues. Errors #1 and #2 were fixed

... success' means. It can't optimize what isn't there. So it either: Polishes the fluff (still useless). Starts hallucinating and making up numbers (dangerous). We realized we couldn't just build a 'tailor'. We had to build a 'fixer' first. It's called Resume Critique. Before we begin optimizing your resume for a specific job, we force a deep scan. It parses your resume section-by-section to fix

... everything we've launched to make your dev life easier, faster, and more fun: Community Updates 1300+ engineers now use MatterAI code reviews in production codebase! 50M lines of code reviewed and growing! 125k+ issues detected with 60% fix rate! Enterprise Customers with 500M+ users release code with MatterAI!  Simple Pricing (New flat monthly pricing plans): Free for individual developers ( 25 reviews/month ) Startup Plan, $49/mo ( 250 reviews/month ) Growth Plan, $199/mo ( 2000 reviews/month ) AI-Powered Developer Superpowers Fix