AXIOM v0.3.0-beta.1 — CLI, Local Daemon & Release Packaging

AXIOM v0.3.0-beta.1

AXIOM is a terminal-first local AI engineering toolkit with a small loopback daemon and cross-platform release packaging.

Highlights

• Interactive AXIOM startup welcome with local next steps
• Model, dataset, hardware, and training-plan CLI workflows
• Dependency-free daemon with a free loopback port by default
• Cross-platform release packaging
• Local web UI bundled inside every package (exe, msi, deb, AppImage, tar.gz, elf, dmg)

Downloads

Windows

• .exe — portable executable
• .msi — Windows installer
• .ps1 — PowerShell installer
• .bat — Windows launcher

Linux

• .deb — Debian package
• .AppImage — portable desktop package
• .tar.gz — recommended fast-start terminal bundle
• .sh — local installer
• .elf — single-file Linux executable

macOS

• macos-arm64.dmg / .tar.gz — Apple Silicon package
• macos-x64.dmg / .tar.gz — Intel package
• SHA256SUMS-macos-*.txt — per-architecture checksums

Verification

SHA256SUMS contains checksums for all release binaries.

Beta

AXIOM is still under active development. The CLI and local daemon are the supported product surface; deeper runtime integration continues in upcoming releases.

Build AI. Own AI.

© 2026 NetCore Technologies

AXIOM v0.2.0-beta.9 — CLI, Local Daemon & Release Packaging

AXIOM v0.2.0-beta.9

AXIOM is a terminal-first local AI engineering toolkit with a small loopback daemon and cross-platform release packaging.

Highlights

• Interactive AXIOM startup welcome with local next steps
• Model, dataset, hardware, and training-plan CLI workflows
• Dependency-free daemon with a free loopback port by default
• Cross-platform release packaging
• Local web UI bundled inside every package (exe, msi, deb, AppImage, tar.gz, elf, dmg)

Downloads

Windows

• .exe — portable executable
• .msi — Windows installer
• .ps1 — PowerShell installer
• .bat — Windows launcher

Linux

• .deb — Debian package
• .AppImage — portable desktop package
• .tar.gz — recommended fast-start terminal bundle
• .sh — local installer
• .elf — single-file Linux executable

macOS

• macos-arm64.dmg / .tar.gz — Apple Silicon package
• macos-x64.dmg / .tar.gz — Intel package
• SHA256SUMS-macos-*.txt — per-architecture checksums

Verification

SHA256SUMS contains checksums for all release binaries.

Beta

AXIOM is still under active development. The CLI and local daemon are the supported product surface; deeper runtime integration continues in upcoming releases.

Build AI. Own AI.

© 2026 NetCore Technologies

AXIOM v0.2.0-beta.8 — CLI, Local Daemon & Release Packaging

AXIOM v0.2.0-beta.8

AXIOM is a terminal-first local AI engineering toolkit with a small loopback daemon and cross-platform release packaging.

Highlights

• Interactive AXIOM startup welcome with local next steps
• Model, dataset, hardware, and training-plan CLI workflows
• Dependency-free daemon with a free loopback port by default
• Cross-platform release packaging

Downloads

Windows

• .exe — portable executable
• .msi — Windows installer
• .ps1 — PowerShell installer
• .bat — Windows launcher

Linux

• .deb — Debian package
• .AppImage — portable desktop package
• .tar.gz — recommended fast-start terminal bundle
• .sh — local installer
• .elf — single-file Linux executable

Verification

SHA256SUMS contains checksums for all release binaries.

Beta

AXIOM is still under active development. The CLI and local daemon are the supported product surface; deeper runtime integration continues in upcoming releases.

Build AI. Own AI.

© 2026 NetCore Technologies

AXIOM v0.2.0-beta.7 — Optimizer, macOS CLI and beta updates

AXIOM AI v0.2.0-beta.7

Build AI. Own AI.

AXIOM AI is an AI engineering platform focused on model management,
optimization workflows, dataset preparation, training planning, evaluation,
and local runtime tooling.

Release status: Beta / pre-release.

This release is intended for testing and feedback. Features and interfaces
may change before a stable release. Review the repository's security
documentation before using AXIOM with sensitive data or untrusted models.

Highlights

Model optimization

• Introduces the AXIOM optimizer workflow for inspecting models and preparing
  runtime-focused bundles.
• Adds agent profiles for coding, reasoning, research, general assistance,
  automation, mathematics, writing, and multilingual tasks.
• Supports system-aware optimization planning and configurable performance
  targets.
• Treats performance targets as goals, not guarantees; actual throughput
  depends on the model, hardware, runtime, context length, and configuration.

Model policy auditing

• Adds a model policy audit workflow to identify policy- and safety-related
  indicators in model files and configurations.
• The audit is informational. It does not guarantee that a model is safe,
  and it does not automatically remove model safeguards.

Security and path handling

• Adds model-path validation and boundary checks to optimization-related
  workflows.
• Continues hardening API routes and filesystem operations involving model
  paths.
• Adds administrator-storage handling in the frontend.

Security scanning is an ongoing process. Users should check the repository's
Security tab for current CodeQL findings and should not interpret this beta
release as proof that all security findings have been resolved.

Frontend and usability

• Improves the AXIOM Control Center's optimizer and quantization interfaces.
• Includes automated browser coverage for first-boot authentication and
  invalid-login handling.
• Continues work on the dark engineering-dashboard interface.

Documentation

• Updates release documentation and the project roadmap.
• Documents the beta's scope, limitations, and validation expectations.

Validation

The following checks have passed in the development environment during
release preparation:

• Python test suite: 23 tests passed.
• Playwright end-to-end suite: 2 tests passed.
• ESLint.
• TypeScript compilation and Vite production build.
• Python bytecode compilation.
• Ruff checks.
• Git whitespace/error checks.

These results describe the tested development state; they do not guarantee
that every supported operating system, model, accelerator, or deployment
configuration has been tested.

Known limitations

• Beta software may contain bugs and breaking changes.
• Model performance and memory use vary significantly by hardware and model.
• Optimization plans and performance targets are not guarantees of measured
  inference speed.
• Policy auditing is not a complete safety assessment.
• Security alerts may be updated as new scans run. Check the repository's
  current CodeQL results before deployment.
• Review the project's installation instructions for platform-specific
  requirements before running workloads.

Upgrade and installation

Use the installation and setup instructions in the repository README.
Back up project configuration and any important local data before upgrading.
Do not assume that beta versions are interchangeable without checking the
release-specific instructions.

Feedback and bug reports

Please report reproducible bugs through GitHub Issues. Include your operating
system, Python and Node.js versions, the command or workflow used, relevant
logs, and steps to reproduce the issue. Remove passwords, access tokens,
private model data, and other secrets before sharing logs.

Contributors

Thank you to everyone testing AXIOM and reporting bugs, usability problems,
and improvement ideas.

---

AXIOM AI — Build AI. Own AI.

AXIOM v0.2.0-beta.6 — CLI, Local Daemon & Release Packaging

AXIOM v0.2.0-beta.6

AXIOM is a terminal-first local AI engineering toolkit with a small loopback daemon and cross-platform release packaging.

Highlights

• Interactive AXIOM startup welcome with local next steps
• Model, dataset, hardware, and training-plan CLI workflows
• Dependency-free daemon with a free loopback port by default
• Cross-platform release packaging

Downloads

Windows

• .exe — portable executable
• .msi — Windows installer
• .ps1 — PowerShell installer
• .bat — Windows launcher

Linux

• .deb — Debian package
• .AppImage — portable desktop package
• .tar.gz — recommended fast-start terminal bundle
• .sh — local installer
• .elf — single-file Linux executable

Verification

SHA256SUMS contains checksums for all release binaries.

Beta

AXIOM is still under active development. The CLI and local daemon are the supported product surface; deeper runtime integration continues in upcoming releases.

Build AI. Own AI.

© 2026 NetCore Technologies

AXIOM v0.2.0-beta.5 — Quantisization/Optimisation Packaging

AXIOM beta.5 brings the optimizer and quantization Control Center together with the security and CI hardening completed during the beta.5 cycle.

Highlights

• Agent/model optimization planning in the AXIOM Control Center.
• Hardware-aware model inspection and optimization recommendations.
• Quantization planning with measured throughput kept separate from estimates.
• Optimizer and quantization GUI components integrated into the workspace.
• Secure administrator verifier storage and Web Crypto typing fixes.
• Trusted model/output filesystem boundaries.
• CodeQL path-injection hardening work.
• Playwright end-to-end authentication coverage and Linux browser dependency handling.

Validation

• Python test suite: 23 passed.
• Ruff: passed.
• ESLint: passed.
• TypeScript/Vite production build: passed.
• Python compileall: passed.
• Playwright E2E: 2 passed.

Security

Beta.5 contains hardening for untrusted model filesystem paths and administrator browser storage identified during security review.

Known limitations

Performance targets are recommendations until a real runtime benchmark is completed. AXIOM does not claim a target tokens/second result without measurement.

AXIOM v0.2.0-beta.4 - CLI expansion

AXIOM v0.2.0-beta.4

🚀 CLI Expansion

This release expands the AXIOM command-line experience with new project, configuration, dataset, model, and system inspection tools.

✨ New CLI Commands

axiom doctor
axiom info
axiom status

axiom model inspect <path>
axiom model search <query>

axiom dataset validate <path>
axiom dataset stats <path>

axiom project info
axiom project validate

axiom config show
axiom config validate
🧠 Models
Inspect local model files and directories
Search local model paths
Display model file counts and storage usage
📊 Datasets
Validate JSONL datasets
Detect malformed records
Detect duplicate records
Display basic dataset statistics
Show dataset fields and estimated token usage
🛠️ Project & Configuration
Inspect the current AXIOM project
Validate the expected AXIOM project structure
Display axiom.yaml
Validate that project configuration is present and readable
🩺 Diagnostics
Added axiom doctor
Added axiom info
Added axiom status
Improved visibility into the local AXIOM environment and Git state
✅ Validation

Release validation includes:

AXIOM CLI smoke tests
Python test suite
Dataset integration checks
Project validation checks
Frontend lint/build checks where available
Git diff validation
📦 Existing Features

Existing AXIOM workflows remain supported, including:

Model management
Dataset inspection and cleaning
Training planning
Evaluation
Hugging Face authentication
SuperCompress
Integrations
MCP
🧪 Beta

AXIOM is still in active beta development. Expect continued CLI, training, runtime, model, and platform improvements in upcoming releases.

Build AI. Own AI.

AXIOM v0.2.0-beta.3 — GUI, First Boot & Release Packaging

AXIOM v0.2.0-beta.3

AXIOM focuses on the Control Center, first-boot experience, local administrator setup, authentication and cross-platform distribution.

Highlights

• Refined AXIOM red / purple / blue visual system
• Refined first-boot welcome experience
• Administrator setup with live validation
• Login and local session flow
• 10-minute inactivity logout
• User menu with password change and logout
• Dynamic administrator greeting
• Compiled Control Center UI
• Cross-platform release packaging

Downloads

Windows

• .exe — portable executable
• .msi — Windows installer
• .ps1 — PowerShell installer
• .bat — Windows launcher

Linux

• .deb — Debian package
• .AppImage — portable desktop package
• .sh — local installer
• .elf — raw Linux executable

Verification

SHA256SUMS contains checksums for all release binaries.

Beta

AXIOM is still under active development. The Control Center UI is substantially more polished, while deeper backend/runtime integration continues in upcoming releases.

Build AI. Own AI.

© 2026 NetCore Technologies