Give coding agents a product-behavior contract with explicit uncertainty
At a glance
A founder describes a working beta that scans a repository, asks product questions, and writes a behavior contract distinguishing confirmed decisions from unsettled assumptions. This workflow is listed under builder, product-context, agent-memory.
A Technically writer documents a month-long Claude Code experiment managing a Meta Ads account: fresh sessions read prior logs, pull performance data, decide, act or abstain, and commit the updated history.
Jam's creator reports using a named agent to build a campaign dashboard, draft channel-specific content, and operate marketing tasks, with persistent logs and a shared desktop interface for several coding runtimes.
Product Hunt’s Cronloop lets you describe a recurring job in Markdown, pick Codex or Claude Code, connect tools, and run agents on a loop with durable memory that can self-improve each run.
An appraiser in South Korea reports spending two months building a report-writing program with Claude Code, then having colleagues test it and discussing adoption within the firm.