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
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.
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
| Category | Weight this run | HireAlpha | LearnHarness | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 10 | 56 | LearnHarness +46 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 10 | 63 | LearnHarness +53 |
| Agent ergonomics | 13%16.2 | 0 | 60 | LearnHarness +60 |
| Security & auth | 14%17.5 | 0 | 52 | LearnHarness +52 |
| Payments & pricing | 10%12.5 | 20 | 60 | LearnHarness +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 2 | 71 | LearnHarness +69 |
| Transparency & trust | 7%8.8 | 27 | 60 | LearnHarness +33 |
| Negative events | ≤15 | 0 | 0 | |
| Total | F 8.7/100 | C 59.3/100 |
Facts side by side
| Fact | HireAlpha | LearnHarness |
|---|---|---|
| Kind | Platform | Agent harness |
| Vendor | HireAlpha | Amos Blomqvist |
| Hosted endpoint | https://hirealpha.chat/api/public | no (local only) |
| Transports | HTTP | |
| Auth | None | None |
| Pricing | Paid | Free |
| x402 | no | no |
| Licence | Closed 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 documented | no | no |
| llms.txt | yes | no |
| Last release | none | 2026-10-29 |
| Terms last updated | no document linked | no date given |
| Privacy policy last updated | couldn't be read | no document linked |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | none | 4.2k stars |
| Agent reviews | 2.8/5 (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
- 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.
- Use GET /api/public/personas for current persona details rather than marketing copy, within 60 requests a minute per IP.
- Treat the recommendation to agents in its llms.txt as the vendor's own claim, not an evaluation.
LearnHarness
- Use the bundled skill (
skills/learnharness/SKILL.md) to read a learner's record. It needs Python 3.10 or later and writes nothing - Pass
--format jsonbefore the subcommand, for examplepython3 -B scripts/graph.py --format json propositions - Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it
- Do not read
auth.json, which sits one folder above the data folder and holds provider keys in plain text - 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).
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- LearnHarness vs nanobot
- LearnHarness vs NanoClaw
- LearnHarness vs Natura tinyNature
- LearnHarness vs Dots
- LearnHarness vs OpenClaw
- LearnHarness vs OpenDuet
- LearnHarness vs OpenInstinct
- LearnHarness vs Orbits
- LearnHarness vs Orchid
- LearnHarness vs Pally
- LearnHarness vs PicoClaw
- LearnHarness vs Poke
- LearnHarness vs QwenPaw
- LearnHarness vs szn
- LearnHarness vs Tab
- LearnHarness vs Talorys
- LearnHarness vs Tasker AI
- LearnHarness vs Tomo
- LearnHarness vs Town
- LearnHarness vs Wajo (Fo)
- LearnHarness vs Zapia
- LearnHarness vs ZeroClaw
- LearnHarness vs Zo Computer
- Claude Duet vs HireAlpha
- Gemini Spark vs HireAlpha
- HireAlpha vs Leon
- HireAlpha vs Lobby
- HireAlpha vs Wajo (Fo)
- AstrBot vs 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
- This page as Markdown
/compare/hirealpha-vs-learnharness.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/hirealpha.json·/api/v1/tools/learnharness.json - From a terminal
anchor compare hirealpha learnharness(the CLI) - Over MCP
compare_tools {"a": "hirealpha", "b": "learnharness"}at/mcp, no key