Write specs, not code.
Let machines do the rest.
Axiom is a development platform where humans write executable specifications and machines generate, verify, and maintain the code.
Join 2,400+ engineers rethinking how software is built.
The Core Insight
“Code is a compiled artifact.
Specifications are the source code.”
If LLMs can reliably generate code from specs, then maintaining code is unnecessary. You maintain the spec. Code is regenerated on demand, verified against the spec's assertions, and cached until the spec changes.
See it in action
Write the spec once. Code is generated, verified, and cached automatically.
spec: create_user_endpoint
version: 1.2.0
intent: |
HTTP POST endpoint that creates a new user account.
Validates input, hashes the password, stores in database,
and returns the created user without the password field.
interface:
input:
type: HTTPRequest
method: POST
path: /api/users
body:
email: string (valid email format)
password: string (min 8 chars, at least one number)
name: string (non-empty, max 100 chars)
output:
success:
status: 201
body:
id: string (UUID v4)
email: string (matches input.email)
name: string (matches input.name)
created_at: string (ISO 8601 timestamp)
invariants:
- "output.body never contains a 'password' field"
- "password is stored as a bcrypt hash, never plaintext"
- "response time < 500ms at p99 under 100 concurrent requests"The Problem
Code is the source of truth.
Everything else drifts.
Modern software organizations maintain millions of lines of code that no single person understands. LLM-generated code ships faster but is understood by nobody — doubling the maintenance surface with half the comprehension.
A new paradigm for software development
Axiom inverts the relationship between code and specifications. The result is software that's easier to understand, maintain, and evolve.
Specs, Not Code
Define behavior in Axiom's spec language — natural language intent paired with typed I/O examples, invariants, and performance bounds.
Version Specs in Git
Every change is a spec change. Pull requests review spec diffs. Code diffs don't exist because code is a build artifact.
Regenerate on Demand
Code is regenerated from specs, verified against all assertions, and cached until the spec changes. Migration is trivial.
Verified by Default
Multi-layer verification: syntactic, example-based, property-based, performance, and integration. Ship with confidence.
Debug at Spec Level
When production behavior is wrong, the fix is always a spec change. Surface spec gaps, not code bugs.
Onboard in Hours
New engineers read the spec — the complete, human-readable, verified description of system behavior. No legacy code archaeology.
How We're Different
Not AI-assisted coding.
A fundamental inversion.
Axiom replaces the paradigm, not assists within it.
Specs everybody understands → Code machines generate → Verification that guarantees correctness
Ready to stop maintaining code?
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