Mandu Character

Agent-abinibi
Full-Stack Framework

Bí AI bá ń da koodu jade, mandu kì í fọ́. 🥟

Engineering decisions, handed to the framework. 100+ MCP tools · battle-tested Skills workflows · runtime Guard.

⚠️Warning

10,000 lines a day from coding agents,

who fixes it?

Laisi awọn aabo igbekalẹ, koodu ti AI ṣe yipada si rudurudu gbese imọ-ẹrọ ni kiakia.

1
🔥

Itankalẹ ẹya

Awọn aṣoju AI ṣẹda awọn ohun elo meji-meji ti wọn si foju awọn ilana ti o wa tẹlẹ, ti wọn nmu koodu-ipilẹ rẹ wu.

→ negotiate + Skills keep structure consistent

2
💀

Ikuna dakẹ

Awọn aṣiṣe ọgbọn ti o sin jinlẹ ninu awọn iṣẹ ti a ṣe ti o kọja awọn idanwo ipilẹ ṣugbọn kuna ni iṣelọpọ.

→ ATE writes tests and heals failures

3
🌀

Iyipada eto-iṣẹ

Eto-iṣẹ rẹ ti o mọ n bajẹ bi AI ṣe n lẹ koodu laisi oye awọn aala.

→ Guard enforces boundaries at runtime

Mandu solves this
Awọn ero pataki

Ailewu. Iwọn-agbara. Eto-ṣiṣe.

📋

Already giving your agent the same instruction for the third time?

One contract file brings types, API, tests, and runtime validation with it. When the agent drifts, Guard stops it at runtime.

🛡️

Clean architecture, fell apart in a week?

Guard enforces layer boundaries, naming, and dependency rules at runtime. Six presets ready — FSD, Clean, Hexagonal, Atomic, CQRS, Mandu.

// layer violation detected

Agent "claude" blocked.

Reason: layer-violation: shared → features

Architecture preserved. ✅

🧩

Eto-iṣẹ ti o da lori Slot

Awọn agbegbe iṣẹ ti o ya sọtọ. Rọpo awọn apa eto rẹ laisi fifọ gbogbo rẹ.

🤖

Agent-abinibi (MCP)

Ti a kọ fun Model Context Protocol. Awọn aṣoju loye igbekalẹ koodu-ipilẹ rẹ ni abinibi.

🧪

Still writing tests yourself?

ATE auto-generates Playwright specs from your routes. Pick an oracle level (L0–L3, smoke to contract). When a test fails, the LLM suggests a repair diff.

One click to undo an agent's mistake.

Snapshot with `mandu change begin` before the agent edits. Rollback if it's wrong, commit if it's right. File-level atomic recovery — no branches.

How is this different from Next · Remix · Hono?

Mandu vs
See for yourself

6-line handler, 8-line contract.

A 30-line file becomes two files, 14 lines total. Same /api/signup.

app/api/signup/route.ts
30 lines
import { z } from "zod";
import { NextRequest, NextResponse } from "next/server";
import { db, hash, isRateLimited } from "@/lib";

const SignupSchema = z.object({
  email: z.string().email(),
  password: z.string().min(8),
});

export async function POST(req: NextRequest) {
  const csrf = req.headers.get("x-csrf-token");
  if (csrf !== req.cookies.get("__csrf")?.value)
    return NextResponse.json({ error: "csrf" }, { status: 403 });
  if (await isRateLimited(req.ip))
    return NextResponse.json({ error: "rate" }, { status: 429 });

  const raw = await req.json().catch(() => null);
  const parsed = SignupSchema.safeParse(raw);
  if (!parsed.success)
    return NextResponse.json({ error: parsed.error.flatten() }, { status: 400 });

  try {
    const user = await db.user.create({
      data: {
        email: parsed.data.email,
        password: await hash(parsed.data.password),
      },
    });
    return NextResponse.json({ id: user.id }, { status: 201 });
  } catch (err) {
    if ((err as any).code === "P2002")
      return NextResponse.json({ error: "duplicate" }, { status: 409 });
    return NextResponse.json({ error: "internal" }, { status: 500 });
  }
}
Next.js · hand-wiredCSRF · rate limit · auth · error mapping — all manual
app/api/signup/route.ts
6 lines
import { Mandu } from "@mandujs/core";
import { SignupContract } from "@/spec/contracts/signup.contract";

export default Mandu.filling(SignupContract, async (ctx) =>
  ctx.ok(await ctx.db.user.create({ ...ctx.body }))
).guard("auth").rateLimit({ rpm: 10 });
Mandu · Filling handlerCSRF · rate · auth composed via middleware chain
spec/contracts/signup.contract.ts
8 lines
import { defineContract } from "@mandujs/core/contract";
import { z } from "zod";

export const SignupContract = defineContract({
  method: "POST",
  request: z.object({ email: z.string().email(), password: z.string().min(8) }),
  response: z.object({ id: z.string() }),
});
Mandu · ContractTypes · OpenAPI · tests derived automatically
Deploy

One command, 7 destinations.

Mandu generates platform configs for you. wrangler.toml · vercel.json · Dockerfile · …

$mandu deploy --to=<target>
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Mandu Character

Darapọ mọ ilede

Mandu jẹ orisun-ṣiṣi ati awujọ ṣe itọsọna rẹ. Ran wa lọwọ lati kọ awọn Guard ti o jẹ ki idagbasoke AI jẹ ailewu.