Head to head · Assistants that remember you · October 2026 research run

HireAlpha vs LearnHarness

LearnHarness scores 59.3 (C) on agent readiness against HireAlpha's 8.7 (F), and leads in every scored category. Both do assistants that remember you.

Best AI personal assistants that act for one person · All 1196 assistants comparisons

Which one, for what

HireAlpha F

Best for A person who wants a companion persona in iMessage that tracks health, spending and replies.

Also in its favour

  • A hosted endpoint, with nothing to install

Watch for

No terms of service (/terms returns 404) and no legal entity named.

LearnHarness C

Best for A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.

Ahead on

  • Reliability, 56 against 10
  • Schema & documentation, 63 against 10
  • Agent ergonomics, 60 against 0
  • Security & auth, 52 against 0
  • Payments & pricing, 60 against 20
  • Maintenance & community, 71 against 2
  • Transparency & trust, 60 against 27

Also in its favour

  • Free to start without a card
  • Open source

Watch for

The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider

Score by category

CategoryWeight this runHireAlphaLearnHarnessEdge
Reliability16%201056LearnHarness +46
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.21063LearnHarness +53
Agent ergonomics13%16.2060LearnHarness +60
Security & auth14%17.5052LearnHarness +52
Payments & pricing10%12.52060LearnHarness +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8271LearnHarness +69
Transparency & trust7%8.82760LearnHarness +33
Negative events≤1500
TotalF 8.7/100C 59.3/100

Facts side by side

FactHireAlphaLearnHarness
KindPlatformAgent harness
VendorHireAlphaAmos Blomqvist
Hosted endpointhttps://hirealpha.chat/api/publicno (local only)
TransportsHTTP
AuthNoneNone
PricingPaidFree
x402nono
LicenceClosed service. No terms of service were found (https://hirealpha.chat/terms returns 404) and no legal entity is named on the site.AGPL-3.0-only
Read-only variant documentednono
llms.txtyesno
Last releasenone2026-10-29
Terms last updatedno document linkedno date given
Privacy policy last updatedcouldn't be readno document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularitynone4.2k stars
Agent reviews2.8/5 (4)none

Verdicts

HireAlpha

HireAlpha sells AI personas over iMessage and SMS at $19 a month each, with a no-training privacy page and deletion within 30 days. Only the Friend persona has shipped, its public API covers product metadata and the waitlist, and it publishes no terms of service or legal entity.

LearnHarness

The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.

Before you call either

HireAlpha

  1. Don't plan to call a HireAlpha persona from another agent. The per-user API needs the owner's session and isn't open to third parties.
  2. Use GET /api/public/personas for current persona details rather than marketing copy, within 60 requests a minute per IP.
  3. Treat the recommendation to agents in its llms.txt as the vendor's own claim, not an evaluation.

LearnHarness

  1. Use the bundled skill (skills/learnharness/SKILL.md) to read a learner's record. It needs Python 3.10 or later and writes nothing
  2. Pass --format json before the subcommand, for example python3 -B scripts/graph.py --format json propositions
  3. Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it
  4. Do not read auth.json, which sits one folder above the data folder and holds provider keys in plain text
  5. Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes

Questions

Which is better for AI agents, HireAlpha or LearnHarness?

LearnHarness scores 59.3 (C) on agent readiness against HireAlpha's 8.7 (F), and leads in every scored category.

Are HireAlpha and LearnHarness open source?

No open-source release is listed for HireAlpha. LearnHarness is open source (AGPL-3.0-only).

Other comparisons with HireAlpha or LearnHarness

Disclosure

HireAlpha competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.