LIVE BUILD · CONTENT AUTOMATION A live build: a newsletter that writes itself from real-time web data — automated end to end with n8n. Research, draft, and publish without the manual grind. Watch the whole pipeline come together live: pulling fresh web data, shaping it with AI, and turning it into a publish-ready newsletter [...]

For Teams · Sales intelligenceEvery sales call carries intelligence — competitor mentions, feature requests, objection patterns, buying signals — but at hundreds of calls a week it gets lost in the noise. CallForge is an 8-workflow AI system that turns raw call recordings into structured, actionable intelligence.Built to integrate with Gong, it ingests transcripts, runs [...]

n8n DevRel build · Slack operationsSlack is where your team already lives — so why make them leave it for routine operations? I turned Slack from a chat tool into a full operations hub: HR workflows, IT requests, file management and more, all as rich interactive experiences right inside Slack.The build includes a custom file-upload [...]

n8n DevRel build · security automationWhen a security alert fires, every second counts. SOC analysts burn precious minutes — sometimes hours — manually researching threat context, cross-referencing MITRE ATT&CK techniques, and writing it all up. I built a system that compresses that into seconds.It embeds the entire MITRE ATT&CK framework — tactics, techniques, sub-techniques, mitigations [...]

n8n DevRel build · human-in-the-loop AIHigh-volume LinkedIn outreach creates a good problem: too many conversations to manage well. I built a system that drafts contextual replies to incoming LinkedIn messages while keeping a human firmly in the loop for every send.It uses Unipile for LinkedIn API access, pulls in new messages, and runs them through [...]

n8n DevRel build · hiring automationHiring at scale means processing hundreds — sometimes thousands — of resumes. Pulling candidate data out of PDFs and Word docs by hand is slow and error-prone. I built a pipeline that turns unstructured resume files into clean, structured candidate data in seconds.It handles multiple file formats automatically, routing each [...]

CASE STUDY · n8n + AI How Fullscript, a health-and-wellness platform, used n8n and AI to route critical workflows through the tools their teams already had open — and save hundreds of hours every month. Not by buying more software, but by meeting people where they already work. A real-world look at the “tool [...]

BENCHMARK · n8n AT SCALE Is n8n fast enough for the enterprise? We pushed it to its limits to find out — benchmarking throughput, concurrency, and exactly where it breaks under real enterprise load. A hands-on scale story for teams evaluating n8n for serious workloads: what it handles comfortably, where the ceiling actually is, [...]

AI ENGINEERING · EVALUATIONS Most AI demos work once and break in production. This is how to ship AI you can actually trust — using evaluations to measure quality, catch regressions, and prove a system works before it touches real users. Practical AI evals built in n8n: the feedback loops that turn a flaky [...]

LIVE SERIES · n8n AT SCALE A live series I ran for teams scaling n8n in production — open office hours covering the real questions enterprises hit: architecture, performance, security, and getting AI workflows all the way to production. Four sessions of practical, unscripted guidance for teams running n8n at scale — the kind [...]