a Software, AI and Data Engineering studio based out of Detroit, Michigan. Making a difference for all people and businesses, one digital solution at a time.switchcasestudios.com United StatesJoined April 2025
@ClickHouseDB The self-hosting bill rarely arrives as a line item. It arrives as the on-call rotation, the upgrade weekend and the storage nobody sized for growth.
The same holds for answers on your own website. Companion answers from the pages and documents you select, cites each claim, and replaces unsupported output before a visitor sees it. companion.switchcasestudios.com
FACT: Better AI shopping experiences start with better context.
🏷️ Product data
⭐ Reviews & ratings
📄 Content
⚙️ Business rules
📈 Relevance signals
🛍️ Shopper context
Algolia Agent Studio brings it all together so AI can retrieve the right products and answers for every
Not every file deserves a permanent address. SwitchCase Files gives it a link and a QR code for 1, 6 or 24 hours, no account needed, then lets it go. files.switchcasestudios.com
An assistant that sounds sure and is wrong costs more than one that says it doesn't know. Companion checks each answer against the passages it retrieved, cites its sources, and replaces unsupported output before a visitor sees it. companion.switchcasestudios.com
@algolia Generating at authoring time also means a person can review the rules before they ship. That review step is usually the first thing lost when the model runs on every request.
Every summit ends up with the registration link, the agenda and the session video spread across three posts. A SimpURL page keeps them together behind one link. Free includes a profile page with 6 links or video players. simpurl.click
How can AI shape a better future for education? Hear from featured speakers driving change at the Canadian EdTech Leadership AI Summit, October 28–29 at UTM. Connect, learn and be inspired. Register now! #mindshare#EdTech#AI#UTM#EdTechSummit
A survey result is only useful if you know which question produced it. SwitchForms keeps each published version as read-only history, so last month's answers stay readable after this month's edits. 14 days of Scale on your first workspace, no card. switchforms.app
@inngest Retried and recorded, but booted off the critical path. Treating sandbox startup as a scheduling problem rather than a raw speed problem is the part worth stealing.
@browserbase This is the right shape for agent logins. The agent gets a session, the person approves it, and the password never passes through the model.
Tracing shows what an agent did. For customer-facing answers we also want to see what it could not support. Companion checks answers against the passages it retrieved, replaces unsupported output before a visitor sees it, and queues knowledge gaps for review. companion.switchcasestudios.com
Trace and evaluate Cursor agents with @langfuse.
Inspect model calls, tool executions, and token usage. Find expensive turns and test instruction changes. ClickHouse powers the analytics behind Langfuse.
Read the guide: clickhouse.com/blog/cursor-ag…
A spreadsheet of short links is not a campaign system. It is a future archaeology project. SimpURL keeps custom links, branded QR codes and campaign analytics in one place, with tags and expiry attached. simpurl.click
@vllm_project@sageai_official Day-0 support is the difference between reading about a model and trying it before lunch. A 3B-active MoE that serves locally makes a very reasonable afternoon experiment.
Release calls juggle a registration link, a changelog and a replay. A SimpURL page keeps them together on one link, with blocks for links and video. Free includes a profile page, and paid plans go to 10 pages. simpurl.click
Just a few hours until the ClickHouse 26.10 release call ⏰
Alexey walks through the release live at 4pm UK / 8am PT, with demos and Q&A: c.house/2610ReleaseCall
An assistant that sounds sure and is wrong costs more than one that says it doesn't know. Companion checks each answer against the passages it retrieved, cites its sources, and replaces unsupported output before a visitor sees it. companion.switchcasestudios.com
@n8n_io SAP plus everything else is where a lot of automation projects stall, so a booth focused on the glue makes sense. Hope Berlin brings some good real-world workflows.
Agent analytics is where the real product work starts. On the Companion side, the view we find most useful is the list of visitor questions the knowledge base can't answer yet. It tells owners exactly what to write next.
🚀 Day 3/5 of telli Launch Week
Introducing Analytics: track your agents' performance and identify areas for improvement.
Start with a template, build your own dashboard, or ask Charlie to create one for you.
Then share your insights across the company with interactive
Agent analytics is where the real product work starts. On the Companion side, the view we find most useful is the list of visitor questions the knowledge base can't answer yet. It tells owners exactly what to write next.
🚀 Day 3/5 of telli Launch Week
Introducing Analytics: track your agents' performance and identify areas for improvement.
Start with a template, build your own dashboard, or ask Charlie to create one for you.
Then share your insights across the company with interactive
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