// IDEAS. EXPERIMENTS. FIELD NOTES.
BFblog
AI / LEAD GENERATION04 /
How an Automation Can Get You Leads
How job listings, AI qualification and contact enrichment become relevant outreach—with a real listing and drafted email example.
· 5 min read↗
AUTOMATION / RELIABILITY03 /
Building Automations That Don't Fall Apart
How failure handling and persistent state tracking help automations recover from errors without losing unfinished work.
· 5 min read↗
AI / AUTOMATION01 /
If AI Is Part of Your Automation, Don't Trust Its Answer
Why AI outputs need deterministic validation and clear boundaries in automated workflows.
· 8 min read↗
AUTOMATION / RELIABILITY02 /
Your Automation Worked. That Doesn't Mean It Didn't Fail.
How queues, idempotency, bounded retries, and observability make automation resilient when steps fail.
· 10 min read↗