two different jobsAutocomplete accelerates the typist. Agentation removes the typing.
Codeium lives inside the editor and optimizes the act of writing code: predict the next line, suggest the next block, refactor when prompted. That helps engineers go faster — but it assumes there's an engineer in the loop reading, accepting and owning every suggestion. Agentation doesn't sit in the editor at all. You point at the running product, describe the result you want, and supervised agents implement it end-to-end. One tool makes you write code faster; the other lets you stop writing it and judge the result instead. If your bottleneck is the result and not your typing speed, the autocomplete category is the wrong tool.
- Codeium / Windsurf: inline completions + chat + Cascade agent, inside the IDE.
- Agentation: describe the outcome on the live product, agents ship the feature.
- Different unit of work — keystrokes vs. finished, verified features.
the real riskVibe coding without gates is how AI tools create the mess.
The promise of every AI coding tool — Codeium included — is speed. The danger is the same everywhere: code generated faster than anyone can review it. In a real company that's how you get the bordel — diffs nobody read, silent security holes, abstractions that don't fit, a maintainability bill that lands six months later. 'Cascade took over and missed a subtle logic error' is the recurring complaint about agent-in-the-editor tools. An autocomplete engine has no opinion about whether the accumulated code is good; it only makes more of it. The thing that actually protects you isn't a smarter suggestion — it's a structure that verifies every change before it ships.
- More code, faster, with no gate = more risk, faster.
- 'Why is the build red?' is a symptom of code nobody owns.
- Speed only compounds value when something verifies what's produced.
the methodThe Digital Native Method: intention in, verified result out.
Agentation is built on a specific way of working. A Product Owner expresses intent directly on the live product — no ticket full of specs. A Tech Lead encodes the company's rules once: architecture, conventions, security policy, the maintainability bar. Then agents boot inside those rules and can't ship outside them. Before anything reaches production, deterministic gates run — lint, types, tests, security scan — and red means it doesn't land. Everything moves through your existing GitHub, on your existing AI plan. That's the difference between 'an AI wrote some code' and 'a structure delivered a feature you can trust.' Autocomplete gives you the first; the method gives you the second.
- Product Owner describes the outcome on the product — not in syntax.
- Tech Lead encodes the rules once; every agent inherits them.
- Lint, types, tests, security gate each change before prod — green or it doesn't ship.
review, by defaultCode review stops being a chore you skip.
With Codeium you accept completions and merge diffs yourself — review is a manual step that, under deadline, gets thinner and thinner until it's a rubber stamp. Agentation inverts that. The Tech Lead reviews agent diffs against encoded standards before they merge, and the deterministic gates run on every change with zero AI tokens and zero human attention. So 'I never read this code' doesn't mean 'nobody did' — it means a structure did, consistently, instead of a human doing it sometimes. You spend your judgement where it's scarce — on whether the product is right — not on parsing a stack trace at 7pm.
- Gates are deterministic and always run — no skipping under deadline.
- The Tech Lead reviews against your rules before merge, every time.
- Your attention goes to the result; the structure owns the implementation.
cocorico — souverainetéA French alternative, sovereign on the layer that matters.
Agentation is built by a French team. We're honest about sovereignty: nobody in Europe is sovereign on the frontier models — Claude, GPT and the rest are American. But the models alone don't do much. The leverage — and the value — is in the tooling that orchestrates them: where your code lives, where your data sits, which rules get enforced, what reaches production. That layer can be European, and ours is. The orchestration runs EU-hosted (Hetzner, Germany), your data sits in the EU (Supabase), your code stays in your own GitHub, and the whole thing is GDPR-native. You get a frontier-model workflow without handing the governance of your codebase to a US-owned IDE that just changed hands.
- French team; EU-hosted orchestration (Hetzner, Germany).
- Data in the EU (Supabase); your code in your own GitHub; GDPR by design.
- Sovereign on the tooling, where 'with just models you can't do much.'
who it's forPick by who's actually driving the build.
If your users are engineers who want to type faster inside their IDE, an autocomplete tool like Codeium does that job well — and you can keep it. Agentation is for the person who owns the product but isn't there to hand-write code: founders, PMs, designers, operators. You describe what good looks like; the Tech Lead and the gates make sure what ships is good. The two aren't even really competing — they answer different questions. The question Agentation answers is the one autocomplete can't: how do non-engineers ship trustworthy software without becoming the bottleneck and the safety net?
- Keep Codeium for engineers who want faster keystrokes.
- Use Agentation when the product owner isn't the one typing.
- Outcome-space, not syntax-space — describe results, receive verified features.
FAQIs Agentation a drop-in replacement for Codeium / Windsurf?
Not in the literal sense — they're different categories. Codeium (now Windsurf) is an in-IDE autocomplete and chat assistant for engineers writing code. Agentation is a supervised-agent system where a product owner describes outcomes on the live product and agents ship verified features through your GitHub. If your goal is faster typing, keep Codeium. If your goal is shipping trustworthy features without writing or reviewing the code yourself, that's Agentation's job.
Codeium became Windsurf and was acquired — does Agentation have the same instability risk?
That churn is exactly why teams look for alternatives: a CEO departure, talent moving to Google, and a Cognition acquisition all in a short window make procurement nervous. Agentation is independent and French, with EU-hosted infrastructure and your code in your own GitHub — so even your dependency surface is smaller. Your code and data don't sit inside a US-owned IDE that might change hands again.
If agents write the code, how do I know it's actually good and maintainable?
Because nothing ships unverified. A Tech Lead encodes your architecture, conventions and security rules once, and every agent runs inside them. Then deterministic gates — lint, types, tests, security — run on every change before production; red means it doesn't land. That's the opposite of the 'accept the suggestion and hope' pattern that produces unmaintainable AI code. The structure reviews what you used to review by hand, every single time.
Where does my code run, and who can see it? (privacy / sovereignty)
Your code stays in your own GitHub and runs on your existing AI plan — we never store it. The orchestration is EU-hosted (Hetzner, Germany), data sits in the EU (Supabase), and the product is GDPR-native. We're a French team and honest that the underlying models are American; sovereignty lives in the tooling layer — where the code, the data and the enforced rules sit — and that layer is European.
Do I need to be a developer to use Agentation?
No. Unlike Codeium, which assumes an engineer reading and accepting completions, Agentation is built for the person who owns the product — founder, PM, designer, operator. You describe the result you want in plain language; the Tech Lead and the gates handle correctness and maintainability. If you can tell when the product is good, you can drive it.