... track user conversations once updates are live across multiple apps? To help solve this workflow headache for my own launches, I built elov8: it lets you publish once across LinkedIn, X, and Threads, while automatically generating a single "table of contents" page to aggregate all your live posts (similar to a Linktree, but specifically built for posts). If anyone wants to test it out while sharing their workflow, we launched on Product Hunt today: https://www.producthunt.com/prod... Curious to hear ...

... error on screen, just silence where data should've been. I asked my AI tool to fix it twice. Twice it guessed wrong. So I actually opened Vercel's logs myself. And there it was: insert or update on table "score_history" violates foreign key constraint "score_history_user_id_fkey" I didn't know what that sentence meant six months ago. I do now. It meant one of my database tables

... Most AI chat products give you text back, maybe a code block. We wanted Kopai's agents to answer the way a good analyst would with the actual chart, table, or calculator, not a paragraph describing one. So when an agent decides a visual beats prose, it writes real render-able code and it renders live in the chat inline, not a separate canvas. It runs in a sandboxed iframe with a null origin, so the generated code ... ... three plans" or "show me how OAuth works" and watch what it reaches for instead of text. What's the most useless "wall of text" answer you've gotten from an AI tool that should've just been a table

... This is an exciting, utility-focused release. We completely rebuilt social saves, added a new table view for your library, expanded AI language support to 62 languages, and improved the AI behind tags, connections, summaries, and quizzes. Don't miss the release notes , which have more detail and information on what's coming next. There is also an incredible customer story and an open AMA with a Recall power user on building a second brain , running through ... ... social support around two weeks ago, but ran into issues where Instagram transcripts or articles were not fully saved. We have now rebuilt how we capture, transcribe, and present social content across Instagram, TikTok, X, LinkedIn, Reddit, and Facebook. Table

... promise was that natural language would replace the query editor. In practice, a lot of these tools produced syntactically perfect SQL against a schema they didn't actually understand, confidently answering the wrong question because they guessed which table "revenue" lived in. Now we're in the agentic phase: systems that plan, retrieve context, run analysis, check their own work, and hand back a narrative answer. A bunch of products sit here now, including ada.im, various "chat with your data ... ... toward 95%. The intelligence wasn't the bottleneck. They break failures into three modes that generalize to basically every tool in the category: Concept-to-entity ambiguity: a vague word like "revenue" or "active users" maps to many plausible tables

... things people kept running into. What's in 1.0.12: Tags: free-form, autocomplete-first note tags with color coding and a filter popover in the library (multi-select, so you can narrow by more than one tag at once). Tables: paste one in and it's preserved instead of turning into plain text, plus a /table command and right-click row/column editing. Emoji: type :fire: and pick from a grid, or use /emoji. No dependency on macOS's Character Viewer ...

... query performance lag $activeLogs = TruckLog::with('driver') ->whereDate('created_at', today()) ->orderBy('created_at', 'desc') ->paginate(15); return view('dashboard.fleet', compact('activeLogs')); } } In the Blade view, I mapped these variables directly to the pre-styled table components inside the Arcone template. The transition of static dummy data to actual database records worked nicely, and the table

... database. Some were from deleted plugins. Some were temporary settings. I first created a backup. Then I used WP-CLI to clean temporary data. wp transient delete --all wp cache flush After that, I checked large database tables. The wp_postmeta table

... technical hurdles I hit, and how I pushed this template to its limits. Day 1: The Initial Handshake The first day is always about the "vibe check" of the code. I downloaded the package and opened it up in VS Code. Some templates are a nightmare of nested folders and dead dependencies. Doclinic was actually pretty refreshing. It uses a standard Bootstrap 5 structure, which means I don't have to relearn how to position a div for the hundredth ... ... Google's eyes, even for internal-ish tools. Day 7: The Handover and Final Thoughts Today was the final walkthrough with Dr. Miller. We spent the morning testing the "Mobile Responsive" view. This is usually where templates fail the tables

... years of leftover plugin data. After checking the database, I found thousands of expired transients. I logged into the server and cleaned everything through WP-CLI: wp transient delete --all wp cache flush Then I optimized several large tables directly in MySQL: OPTIMIZE TABLE

... median points needed to break the top 5 and top 10 on each day. Check the full report here: https://app.databox.com/shared/a... The short version: Saturday is the easiest day. Only 266 median points to crack top 5, vs 360 on Wednesday. That's a 35% harder climb on the worst day vs

... plain English. It writes the code. Here is what I actually use it for. 1. Full account audits in minutes. Feed it raw data. Get a client-ready brief back. 2. Automated weekly client reports. Pulls data, builds tables, emails it I do not touch a thing. 3. Budget pacing and overspend forecasting. Projects end-of-month delivery. Flags blown budgets early. 4. Creative performance breakdowns. Ranks every ad by ROAS, CTR, CPA across both platforms. 5. Cross-channel attribution ... ... sets cannibalizing each other. 7. Search term mining and negative keyword lists. Finds the negatives I should have added last month. 8. Landing page and tracking QA. Checks every URL and pixel fire in the account. 9. Competitor

... this exact problem. It s why we are building Ethos by DocuShell (it's an open-source verifier for document citations, source evidence, and RAG). While building it, we realized just how easily LLMs get totally confused by simple tables or negative sentences (like missing a "not" or "except"). We have our own way of handling it, but we know there isn t just one right answer. I really want to know how other builders and founders here are tackling ... ... care about too. Showing the source next to the answer is a huge step, but we ve also seen cases where the model points to the right page and still gets the meaning wrong. It may misread a table

... favors Wikipedia for Education, Recommendations, Comparison, and Purchase queries. If your content reads like a reference section, it surfaces here. Perplexity is video-anchored. It leads with YouTube for Education and Recommendations. Written content alone leaves citations on the table. Google AI Overviews is video-biased across six of seven intents. The one exception is Navigational queries, where brand-owned domains take the top slot. Google AI Mode is the most exploratory engine. It routes users back to Google properties ... ... shows you your visibility, share of voice, and citation rates across each platform individually . This allows you to see exactly where you win and where you are invisible, with the granularity required to understand each platform's editorial identity. Competitor

... Side note: We're live on Product Hunt today with our Slack Data Agent ! Export to Excel You can now export to Excel (.xlsx) anywhere you could already export data. Charts, tables, markdown tables

... Pressing Escape and clicking the close button now reliably dismiss the search window, which previously could stay open. Tag actions on mobile. The tag actions menu no longer gets stuck after navigating back on mobile. Editor crash on broken tables. Notes containing malformed tables

... 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

... groups   not saved logins. That does not mean nothing sensitive ever touches the cloud.  It means the  password vault is a separate subsystem  from the assistant s context pipeline. Here s the honest boundary table: Scenario Vault Assistant / cloud Passwords you imported from Chrome/Safari/etc. On-device, encrypted Not exposed via assistant tools You ask the assistant a normal question Prompt + reply go to the  remote model You use  summarize this page Vault not opened ... ... feed your imported password vault into assistant training or semantic memory.  If you voluntarily put secrets into chat, or a page visibly shows them, that s a different path and we think you should know that. Onboarding copy vs

... current beta is focused on proving the connection, tenant, OAuth, and token-vault architecture before allowing any live customer data flow. What is working now: The Laravel beta app is live in its private beta environment. The users table has been repaired and confirmed working. Core tenant tables

... screenshots, and handwritten notes. What makes it a bit different from generic OCR: Built on PP-OCRv5 + PaddleOCR-VL (2M params) benchmarks competitively against Google Vision and AWS Textract, especially on CJK languages 22 specialized tools handwriting (including cursive), tables, math LaTeX, receipts, screenshots, Arabic / Japanese / Chinese Free tier: 20 pages/day, no signup needed for casual use Pro: $10/mo (annual) for 3,000 pages, batch up to 20 files, .txt/.md/.docx export Supports JPG, PNG, PDF, WebP Use cases we keep ...

... current beta is focused on proving the connection, tenant, OAuth, and token-vault architecture before allowing any live customer data flow. What is working now: The Laravel beta app is live in its private beta environment. The users table has been repaired and confirmed working. Core tenant tables

... everyone! Excited to share something we've been working on Img2Sheet is now offering a Lifetime Deal . What is Img2Sheet? Img2Sheet converts images into structured spreadsheets instantly. Upload a photo of a table, invoice, receipt, or any data-heavy image and get a clean Google Sheet back in seconds. The Lifetime Deal Two Tiers: Starter Pay once 1,000 credits/month Pro Pay once 5,000 credits/month No subscriptions. No renewals. Just pay once and keep getting credits every month ... ... most of them! Why BYOK? By bringing your own OpenAI API key, you stay in full control of your data and costs we're just the layer that makes it seamless. If you're tired of manually re-typing table

... WHERE, JOIN, or ORDER BY clause needs an index. Not after the query slows down. Before. Good practice: After adding a new field, run EXPLAIN on your most common queries. If you see "Seq Scan" on a table with more than 1,000 rows, add an index. Tangible action: Schedule a 30 minute weekly session to review slow query logs. If you don't have slow query logs enabled, turn them on today. 2. Automated tests: One test per feature ... ... spent 6 months paying for shortcuts you took in the first 6 weeks. The cost breakdown is not about the money. It is about the lost features you never got to build. The customers you never acquired. The competitors

... 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 pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... lessons. What stands out is how common this pattern is. Teams assume enterprise is just more features, but it s actually a completely different motion: longer sales cycles, compliance, onboarding, and trust layers. Also love the point about data vs

... most important and challenging experiences you ll have as a founder is fundraising. I pitched VCs across London and San Francisco. Some spent 15 seconds on my deck. Some took the call just to diligence a competitor. One told me to ask for more money. Oh, and I found out your pitch is probably being recorded and run through AI. This is the high-impact version of all of those lessons to save you time, energy, and emotional damage. Please ... ... remember that they are getting the opportunity to invest in your company. The company that, in your mind, will become a major success. Don t use that energy to become belligerent or arrogant. The point is to set the table