What we mean by “a GPS for developers”
By Andrew Willems
Every category in developer tooling answers a question. Monitoring answers “what broke?” after it breaks. Code search answers “where is this string?”. Coding agents answer “can you write this for me?”. Wakoo answers the one nobody owns: “I know something has to change — where do I even start?”
What a GPS does (and doesn't)
A GPS doesn't drive the car and it doesn't build the roads. It reads the map you already have and tells you where to turn. Wakoo connects the tools your team already uses — repo, services, data, recent changes — read-only, and points to where to look, what to change, and what to follow after. No migration, no new dashboard to live in.
With or without AI agents
AI agents gave developers speed. But speed without direction just gets you lost faster — a fast wrong turn is still a wrong turn. Wakoo's analysis is mostly algorithmic rather than a model guessing, so the answer is objective and reproducible: ask the same question twice, get the same direction. It complements your agents instead of competing with them.
You stay the decider
A GPS suggests a route; you choose to take it. Wakoo never changes anything on its own — it ranks where to start by blast radius and hands you the next step. Apply it, ignore it, or track it. The judgment stays with the person who has to own the result.