This in-house LangChain agentic crew will soon connect to the data warehouse fed into Supabase from the Lovable content system running up for 3 months, now expanding to automated systems managing email and diving deeper into systems.
Lovable’s one is also pretty on par, with a wonderful DALL-E image generator with overlays for social, and self-reinforced learning from previous newsletter content – and now submitting drafts straight into WordPress.
This is all up and running, evolving for a year now, getting closer to autonomous system (currently at a “copy and fix formatting” stage).
Still an early prototype of the LangChain system, but already provisioned to Railway, with a handful of API keys – pending actual site access and internal reports (the keys to the castle).
Some rollouts are bottom-up (from in-house to DevriX tooling to customers), others are top-down (critical R&D for mid-market companies, we spend additional time to explore deeply after).
But ultimately, innovation is inevitable here as performance gains generate 10x returns in the first few months, slowly declining as other companies pick this up, until it gets normalized in 12 to 24 months period.
