THE USE CASE LIBRARY
Explore practical ways to work with AI. Find a workflow, discover the tools, and go straight to the source.
Jason Lemkin and Chief AI Officer Amelia Lerutte report on six months of running five specialised AI SDRs at SaaStr, covering cold outbound, inbound, follow up and lapsed customers. Toget…
Drew Bredvick at Vercel spent a week shadowing the company's best inbound SDR, then built a lead agent over a weekend to copy that process. Every contact form submission is enriched, and…
The founder posting as AI_Bhaiiii on X built an outbound team inside Claude Code. Each day three Sonnet agents take 15 leads apiece, study the brand's website and its ads in the Meta Ads…
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Sponsor this spotTim Scheuer, a B2B SaaS founder, wanted steady distribution without giving up his week to content. He records a single video each week and has Claude Code break it into several LinkedIn a…
Posting on Hacker News as virpo, a parent wanted to make a small pegboard for their child Oli. They had already cut and drilled the wood and were about to spend an hour or two modelling t…
A product manager posting in r/ClaudeAI set Claude Cowork to run every two weeks at the end of each sprint. Using MCP connections, it reads the Linear issues closed that sprint, decides w…
A Reddit user in r/SaaS built a background agent that watches their inbox for meeting requests. It reads the proposed time, looks for conflicts on the calendar, then confirms or offers ot…
A Reddit user in r/ClaudeAI was handed 50 insurance forms, each with its own set of fields, and asked Claude to complete them using only information published on company websites. Their e…
A Reddit user in r/ClaudeAI described automating a contracting job that involved pulling information from websites. Rather than letting Claude browse and scrape, they had it write a Pytho…
Kei Katakura, a freelance web writer in Japan, moved from pasting text in and out of chat to giving Claude Cowork whole tasks on a folder. Linked to the Rakko Keywords tool, it checks sea…
Eric Hal Schwartz tested the Claude in Chrome extension for TechRadar in December 2025. He asked it to sort the hundreds of documents and spreadsheets loose in his Google Drive. It groupe…
Keith Rumjahn, an indie app builder and YouTuber, set up reusable skills in OpenAI Codex. One downloads his channel data every week, spots videos that are underperforming and suggests bet…
Ruben Hassid, a newsletter writer who says he cannot code, had 47 receipt photos from a work trip and needed an expense report. Doing it by hand meant opening each image, reading the amou…
Becky Isjwara, who writes Small Creator Big World with Bhav Sharma, had ignored coding agents until she watched a friend use Claude Code in plain English. In three weeks, without coding,…
In a review of eight months with n8n, the dev.to writer nova_gg describes an invoice workflow built for a client in Dubai. It watches the client's Gmail for invoice emails, sends PDF atta…
A developer writing as nova_gg on dev.to built a personal assistant agent in n8n after weeks of juggling invites, replies and reminders by hand. An OpenAI step sorts each request into ema…
The writer behind TheSocialScreen gave three Claude agents a week to run a one person business, covering content, inbox and outreach while they mostly stayed out. Across the week the agen…
Chintan Prajapati of Satva Solutions tested whether Hermes Agent could keep the books for his own small SaaS company in Singapore. He linked it to Gmail, Zoho Books, his bank, Stripe and…
Sequel tracks 19 competitors, including Cvent and Zoom, and sales kept asking for battle cards no one had time to write. Kathleen Booth set up a weekly job that scans each rival's product…
When Kathleen Booth took over marketing at Sequel, a webinar platform, nothing shipped in the prior four months had been announced, and she had only a demand gen hire and two BDRs to help…
Ordo bids for school district food contracts worth $3 million to $30 million, and each proposal runs past 100 pages. A year earlier five people pushed out 91 bids by hand, often late at n…
Owner.com sells to independent restaurants, and its old lead scoring had stopped running. Managers were stacking about 30 Salesforce filters by hand each week, and nobody could explain th…
Tom Bonagura's outbound process at Air ran on hand wired no code tools, where one change could break others and failures went unnoticed. Working with Claude and Deepline, he rebuilt it as…
Matt Lawler was the only full time onboarding person at AssemblyAI, which gets over 1,000 API signups a day, and the bot they had bought solved only 10% of questions. In one week he used…