https://naykip.kovanex.dev/blog/ Field notes on solo development in the AI era: real commercial builds, measured numbers, and how one engineer runs a fleet of AI agents in production. en Mon, 24 Aug 2026 18:00:00 +0000 https://naykip.kovanex.dev/blog/agent-learns-an-app-once/ https://naykip.kovanex.dev/blog/agent-learns-an-app-once/ Mon, 24 Aug 2026 18:00:00 +0000 No API keys, no integrations — the agent operates the running app itself and keeps what it learned: a dictionary of the app's controls and replayable operation paths. First Telegram run 110 s, second 59.9 s — and a consent gate no skill can learn around. https://naykip.kovanex.dev/blog/map-not-picture/ https://naykip.kovanex.dev/blog/map-not-picture/ Tue, 18 Aug 2026 09:00:00 +0000 Half the web is no longer people, and staying visible as yourself has become a daily job. What it costs a machine to help: 133 887 tokens for one look at a page, 240 for the only question that matters before pressing Submit. https://naykip.kovanex.dev/blog/buzz-vs-kovanex/ https://naykip.kovanex.dev/blog/buzz-vs-kovanex/ Thu, 13 Aug 2026 09:00:00 +0000 Two platforms, two ways of building — what a funded team produced against what one engineer and a fleet of agents produced. https://naykip.kovanex.dev/blog/agent-mail-delegation/ https://naykip.kovanex.dev/blog/agent-mail-delegation/ Mon, 10 Aug 2026 09:00:00 +0000 The missing piece for agents is not transport. It is a signed, checkable answer to who authorized this sender. https://naykip.kovanex.dev/blog/points-are-context/ https://naykip.kovanex.dev/blog/points-are-context/ Thu, 06 Aug 2026 09:00:00 +0000 Estimation for a team of agents: the unit that constrains delivery is how much context fits before the work degrades. https://naykip.kovanex.dev/blog/when-the-agent-is-you/ https://naykip.kovanex.dev/blog/when-the-agent-is-you/ Thu, 30 Jul 2026 09:00:00 +0000 Bot defense asks one question — human or machine? The agent acting inside your own logged-in session makes it unanswerable. https://naykip.kovanex.dev/blog/why-agents-need-chat/ https://naykip.kovanex.dev/blog/why-agents-need-chat/ Tue, 28 Jul 2026 09:00:00 +0000 Every obvious way to make agents coordinate quietly breaks. Argued from the failure modes, with the real protocol. https://naykip.kovanex.dev/blog/agent-fleet/ https://naykip.kovanex.dev/blog/agent-fleet/ Sun, 26 Jul 2026 09:00:00 +0000 A team of isolated agents coordinating over a live message protocol, governed by a versioned repo of policies. https://naykip.kovanex.dev/blog/requirements-to-production/ https://naykip.kovanex.dev/blog/requirements-to-production/ Sun, 26 Jul 2026 09:00:00 +0000 A client's requirements turned into a regulated, live SaaS in eleven days — shipped solo. https://naykip.kovanex.dev/blog/two-agents-one-control-plane/ https://naykip.kovanex.dev/blog/two-agents-one-control-plane/ Sun, 19 Jul 2026 09:00:00 +0000 Two agents on two projects sharing one control-plane, and what that costs to keep honest. https://naykip.kovanex.dev/blog/one-person-foundry/ https://naykip.kovanex.dev/blog/one-person-foundry/ Thu, 09 Jul 2026 09:00:00 +0000 Everyone became a solo founder by renting the stack. I built the stack.