Attestql focuses on validating text-to-SQL predictions against PostgreSQL with reproducible evidence. It is catalogued under Agent evaluation & testing on PulseGate.

Who should use attestql?

attestql is an open-source project built for developers and ML engineers evaluating text-to-SQL systems.

Yes — attestql is open source under the Apache-2.0 license and free to use.

What platforms does attestql run on?

attestql runs on the command line. It can also be self-hosted.

Is attestql still maintained?

The GitHub repository shows 100 commits in the last 90 days.

What are alternatives to attestql?

Similar projects tracked by PulseGate include clientcoded, agent-eval, and mantisdk.

Who develops attestql?

attestql is developed by ivermin1123.

How long has attestql been around?

attestql first shipped in 2026.

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attestql

Name: attestql
Author: ivermin1123

PyPIInfrastructure

attestql is an open-source Python package for auditing text-to-SQL gold queries and model predictions against PostgreSQL. It produces typed replay evidence to support reproducible evaluation and debugging for developers building SQL-generating systems.

Open SourceApache-2.0CLISelf-hosted

Visit PyPI

Overview

5 features

In the Agent evaluation & testing space, attestql takes a focused approach. It focuses on validating text-to-SQL predictions against PostgreSQL with reproducible evidence. attestql is an open-source project aimed at developers and ML engineers evaluating text-to-SQL systems. attestql is open source under the Apache-2.0 license. attestql is available on the command line, and it can be self-hosted.

It is developed by ivermin1123, and it first shipped in 2026. The project is developed in the open on GitHub with 100 commits in the last 90 days. Among its 5 catalogued features are gold query auditing, prediction auditing, and postgreSQL replay.

Summary written by a language model from the project’s public pages.

Gold query auditing
Prediction auditing
PostgreSQL replay
Typed evidence
SQL evaluation

Built with & integrations

Written with

Claude Code

Runs on

CLISelf-hosted

Written with — evidence

Claude Code: commit 246a35441671 · since Sept 2026

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed7 Sept · 18:24 UTC
attestql verified via PyPI Bulk Enumerator
Source: PyPI Bulk Enumerator · Open

Frequently asked questions about attestql

What is attestql?: Attestql focuses on validating text-to-SQL predictions against PostgreSQL with reproducible evidence. It is catalogued under Agent evaluation & testing on PulseGate.
Who should use attestql?: attestql is an open-source project built for developers and ML engineers evaluating text-to-SQL systems.
Is attestql free?: Yes — attestql is open source under the Apache-2.0 license and free to use.
What platforms does attestql run on?: attestql runs on the command line. It can also be self-hosted.
Is attestql still maintained?: The GitHub repository shows 100 commits in the last 90 days.
What are alternatives to attestql?: Similar projects tracked by PulseGate include clientcoded, agent-eval, and mantisdk.clientcoded agent-eval mantisdk
Who develops attestql?: attestql is developed by ivermin1123.
How long has attestql been around?: attestql first shipped in 2026.

At a glance

Platforms: CLI
Languages: English
Open source: Yes (GitHub)
License: Apache-2.0
First seen: 7 Sept 2026
Built for: developers and ML engineers evaluating text-to-SQL systems
Model: Open source
Solves: Validating text-to-SQL predictions against PostgreSQL with reproducible evidence.

Registered as

GitHub: ivermin1123/attestql
PyPI: attestql

Developer

ivermin1123

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 1
Last commit: 7 Sept 2026
Commits 90d: 100
Contributors: 1
Authorship: Solo
Default branch: main

Index record

Indexed: 7 Sept 2026
Lifecycle: Alive
First seen: Sept 2026
Last seen: 7 Sept 2026

Identity audit (13)

Slug: attestql-pypi-org
Lifecycle last checked: 8 Sept 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 7 Sept 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 7 Sept 2026
Canonical URL: https://pypi.org/project/attestql

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