Journal
Notes from the workbench.
What we learn building LLMSlim, Krishyak and client systems, written with sources and limits. No newsletter, no tracking: just articles.
3 articles shown
AI engineering · 10 Oct 2026 · 4 min read
Why context engineering matters for production AI agents
Most agent failures are context failures. What grows, what goes wrong, what LLMSlim's evaluation does and does not show, and where to start.
Agritech · 10 Oct 2026 · 4 min read
Field signals, farmer judgement: designing agricultural decision support
Five design principles behind Krishyak: one dated record per field, signals as reasons to look, honest ranges, language as infrastructure, and consent by default.
Studio · 10 Oct 2026 · 2 min read
Building independent technology products from Jaipur
Why AMEYOR built products before services, how a one-founder studio stays honest about its shape, and what building for ₹0 upfront teaches.