
Medium
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DEV.to
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Write.as
Colbot
ParserBee
DocParser
Nanonets
Parseur.com
Parsio.io
Docsumo
Parserr
Colbot is a general-purpose, AI-powered data extraction tool that turns unstructured documents into clean spreadsheet rows. Connect a Google Sheet and drop in PDFs, Word documents, Excel files, images or CSVs.
Colbot reads them, reasons over the content to derive the fields your sheet needs, and appends new rows automatically. It goes beyond plain format conversion: the AI infers values that aren't explicitly stated in the source.
Let rows write directly to your sheet, or turn on an optional review flow to approve extractions first, with every step auditable.
Colbot also supports team roles and permissions, and can be triggered via the web app or a Chrome browser extension (Colbot Web Clipper).
Where it fits best Market and competitive research. Pull names, prices, features, and contacts from rivals' pricing pages, supplier directories, and industry listings into one comparison table — a dozen competitors across dozens of pages, condensed in minutes.
Company info and contacts. Open company sites, yellow pages, and directory listings one by one; Colbot recognizes the page structure and extracts company name, description, address, phone, and email as rows — no more hand-copying to build a customer or supplier list.
Sales lead collection. Batch-capture companies and contacts from directories, event speaker pages, and member rosters straight into a lead list you can follow up on.
Product research and price comparison. Browse e-commerce listings and pull price, rating, sales, and stock into a table for side-by-side comparison — sourcing and price monitoring at a glance.
Research and content aggregation. Aggregate news lists, forum threads, rankings, and search results into a filterable, sortable table to feed your later analysis and reporting.
Whether the data is hundreds of rows in a list or single items spread across individual pages, Colbot recognizes and parses it — saving you the word-by-word copy-paste.
Medium
ColbotMedium is recommended for avid readers seeking a variety of topics ranging from personal development to technology. It's also ideal for writers looking to publish their work to a broad audience and potentially earn revenue through the platform's Partner Program.
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Colbot's answer:
Colbot isn't just an OCR tool or a file converter — it reasons over the content with AI to derive fields that aren't spelled out in the source, then fits them to your existing spreadsheet.
Colbot's answer:
Colbot's answer:
Colbot is for anyone who repeatedly types data into a spreadsheet by hand and wants that to stop.
It fits individuals and small-to-midsize teams best — pay-as-you-go pricing lets you start without an enterprise commitment, while roles and permissions scale as the team grows.
Based on our record, Medium seems to be more popular. It has been mentiond 3127 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
I wrote a longer, feature-by-feature walkthrough of the stack on Medium if you want the deep dive on how it all wires together. Https://medium.com/@aak540114/give-your-ai-agents-a-kanban-board-not-the-keys-to-production-81ffd19370f1. - Source: dev.to / 1 day ago
FWIW, it appears that using the gh cli is much more token efficient than MCP so that's a plus. https://medium.com/@ravi.madabhushi/mcp-is-up-to-32-more-expensive-than-cli-heres-why-we-still-use-it-d18765735647. - Source: Hacker News / 2 days ago
That's the ratio the widely published numbers give [1][2]. One does not have to believe the numbers, of course, but those who do believe them are then justified to conclude that there's no moat. Which numbers you believe is of course going to affect whether you think there's a moat or not. [1] https://galileo.ai/blog/llm-model-training-cost [2]... - Source: Hacker News / 2 days ago
Kent Beck called this “test && commit || revert” in 2018, and credits Oddmund Strømme for first coming up with the idea: . - Source: Hacker News / 3 days ago
Https://medium.com/@ashishrathour1102 Looking for backend, infrastructure, platform, distributed-systems, storage-engine, or systems-programming roles. Especially interested in small/high-ownership teams working on runtimes, execution infrastructure, databases, developer infrastructure or reliability. - Source: Hacker News / 4 days ago
Ghost - Ghost is a fully open source, adaptable platform for building and running a modern online publication. We power blogs, magazines and journalists from Zappos to Sky News.
ParserBee - Turn messy documents, PDFs, and invoices into structured and usable data.
DEV.to - Where software engineers connect, build their resumes, and grow.
DocParser - Extract data from PDF files & automate your workflow with our reliable document parsing software. Convert PDF files to Excel, JSON or update apps with webhooks.
WordPress - WordPress is web software you can use to create a beautiful website or blog. We like to say that WordPress is both free and priceless at the same time.
Nanonets - Worlds best image recognition, object detection and OCR APIs. NanoNets’ platform makes it straightforward and fast to create highly accurate Deep Learning models.