What is actually happening in AI, and what it changes for a business the size of yours. Written to a standing brief, checked before it ships, and sourced so you can go verify it yourself. Search it, filter it, argue with it.
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One open-source project worth taking advantage of, explained as a thing you could use, not a thing to star.
7 articles matching / latest 30 Jul 2026
Repo of the day
A prospect's security questionnaire lands on your desk and it wants a recent penetration test. The firms quote ten to thirty thousand dollars for one web app. Strix is an open-source AI pentester that runs the same class of test for the price of the tokens it burns, and the catch is what a report you ran yourself is actually worth.
Repo of the day
A team running a few thousand dollars of AI a month hands a middleman five and a half percent of it for routing. OmniRoute is the self-hosted version of that middleman, and the math only works if you also count what the fee was quietly buying you.
Repo of the day
Every contract your business sends for signature runs through a vendor charging 540 dollars a seat a year, with a cap on how many you can send. Documenso is the open source version of that, and it just shipped again this week.
Repo of the day
Onyx is an open-source AI assistant that answers questions from your own docs, tickets, and chat history. It does the job companies buy Glean for, and Glean starts at roughly a hundred seats and sixty grand a year.
Repo of the day
TaxHacker turns a folder of receipts and invoices into categorized, exportable transactions, replacing the Sunday night data entry or the twenty to forty dollar an hour bookkeeper task most owners just accept as overhead.
Repo of the day
OpenCut is a free, browser-based, open-source video editor that lets a gym, med spa, or home services business cut its own Instagram Reels without paying for CapCut Pro or Premiere, or routing footage through a Chinese-owned app's servers.
Repo of the day
OfficeCLI lets an AI agent generate real Word, Excel, and PowerPoint files without an Office license or a week of developer time spent fighting python-docx.