Comparison

Proof Holdings vs HumanLayer

HumanLayer pioneered human-in-the-loop approvals for AI agents — then pivoted, in late 2025, to an AI coding IDE. Its founder now calls the original approval SDK "pretty much all deprecated." If you came looking for HumanLayer's approval API, here's what happened and the purpose-built alternative.

Verdict

The pioneer pivoted; the need didn't. Proof is a maintained, purpose-built approval API — request out, human decision over Telegram/WhatsApp back, signed ES256 token in hand — with 300 free approvals a month to migrate onto.

One API · One key

One key does what a stack of vendors does

Every platform on this page treats human approval as one feature among many. Proof is a single API where the approval is the product — the same flow returns a signed, offline-verifiable ES256 token for each of these:

Flat price · Any asset

€0.0079/ proof

One flat price for every asset — phone, email, and domain today, with wallet and social coming soon. No per-seat, no per-MAU, no per-verification tiers — the meter that makes every rival's bill jump.

Free every month
300 proofs
Pay as you go
€0.03 / proof
At volume
€0.0079 / proof

Feature Comparison

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FeatureProof HoldingsHumanLayer
Human-in-the-loop approval productLive, purpose-builtDeprecated (pivoted to an AI coding IDE)
What it is todayApproval API → portable proof tokenAI coding IDE ('Token Smarter, not Harder')
Approval SDK statusActively developed"Pretty much all deprecated" (founder)
Signed, portable proof (old product)ES256 JWT, offline-verifiableNo
Delivery channelTelegram, WhatsAppWas Slack / Email / Discord
PricingPer-proof (€0.0079)Per-seat coding IDE (Pro $100/user/mo)
Actively maintained for approvalsYesNo

Pricing

Is the approval product available?

Proof Holdings

Yes — live and maintained

HumanLayer

No — SDK deprecated, company pivoted

What you'd buy today

Proof Holdings

An approval API with a signed proof token

HumanLayer

An AI coding IDE, priced per seat ($100/user/mo)

Proof of the decision

Proof Holdings

Portable ES256 token, verifiable offline

HumanLayer

The old product produced no portable signed proof

AI coding environment

Proof Holdings

Not what Proof does

HumanLayer

That's HumanLayer's product now

What HumanLayer was — and why it's here

Credit where due: HumanLayer (YC F24) defined this category. Its SDK wrapped risky agent tool calls with an `@require_approval()` decorator and a `human_as_tool` helper, routing approvals over Slack, email, and Discord with escalations, timeouts, and multi-approver flows. For a while it was the closest thing to a purpose-built human-in-the-loop approval API for AI agents.

It's in this comparison because people still search for it — but the important update: HumanLayer pivoted. Through late 2025 it became an AI coding IDE ("Token Smarter, not Harder"), and its founder's own GitHub README now reads that the original code is "pretty much all deprecated." The latest release is literally tagged `codelayer-0.20.0`. The approval product you may be looking for is no longer the company's focus.

The category didn't go away — the product did

HumanLayer's pivot doesn't mean AI agents stopped needing human approval — if anything the opposite. It means the purpose-built approval layer is now an open space. Proof Holdings fills it: request an approval, a human decides over Telegram or WhatsApp with no app install, and you get back an ES256 proof token any third party can verify offline.

That last part is something even peak HumanLayer didn't offer: a portable, cryptographic proof of the decision. Approvals over Slack/email returned a function result recorded in HumanLayer's system, not a signature you could hold. So if you arrived here comparing the two, the real answer is that they're no longer the same kind of thing — one is an AI coding tool, the other is the live, verifiable approval API.

When to use HumanLayer

  • You actually want an AI coding IDE / agentic coding environment (HumanLayer's product today)
  • You're following the founder's "12-factor agents" work and want that toolchain
  • You're evaluating per-seat coding tools, not an approval API

When to use Proof Holdings

  • You came for human-in-the-loop approvals — the product HumanLayer deprecated
  • You want a live, maintained approval API, not a pivoted one
  • You want a portable ES256 proof token for every approval decision
  • You want approvals over Telegram/WhatsApp with no app install
  • You want per-approval pricing, not a per-seat coding-tool subscription
  • You need non-repudiation the old HumanLayer approval flow never produced

Frequently Asked Questions

Ready to try Proof Holdings?

300 free proofs per month. No credit card required.

Building with an AI agent? The 176-tool MCP server and test mode let an agent run a real verification right now — machine quickstart in llms-full.txt.