Engrim vs FrontierHarness Eval
Both are Coding & Dev Tools tools. Both are open source.
Grok| Engrim | FrontierHarness Eval | |
|---|---|---|
| Tagline | A universal – local-first SQLite memory engine for AI CLIs | Same model, 12 harness configurations, up to 17.5x cost difference |
| Pricing | Open Source | Open Source |
| Categories | Coding & Dev Tools, AI Agents | Coding & Dev Tools, Research & Data |
| Built for | Developers | Developers, Researchers |
| Platforms | CLI | Web, CLI |
| Tech stack | Python, SQLite | — |
| Alternative to | — | — |
| AI Launch upvotes | ▲ 0 | ▲ 0 |
| Hacker News | Y▲ 93 on HN | Y▲ 82 on HN |
| Launched | 2026-10-01 | 2026-10-02 |
Overview
Who it's for
Engrim
Developers who use several AI coding agents on the same projects.FrontierHarness Eval
Engineers choosing or building a coding-agent harness.Problem
Engrim
Coding agents lose decisions and constraints whenever a session resets, and replaying long transcripts wastes tokens.FrontierHarness Eval
It's hard to tell how much of an agent's cost and quality comes from the harness rather than the model.Solution
Engrim
A curated episodic working memory of about 4,000 characters per project, shared across agents from one local SQLite database.FrontierHarness Eval
A controlled evaluation where every run uses the same model, hardware and fresh checkpoint, so only the harness changes.What makes it unique
Engrim
One memory file works across many coding agents, with no cloud service involved.FrontierHarness Eval
All 360 trials start from the same fresh checkpoint restore to avoid warm-cache bias, and you can run it on your own harness.