Comparison
agent-starter-pack vs ax
Verdict
Pick agent-starter-pack if agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python; pick ax if ax is an agent-first toolset for managing observability and memory aimed at AI coding agents like Claude Code and Codex, with a focus on local-first strong typing in TypeScript.
Markdown twin · agent-starter-pack alternatives · ax alternatives
GraphCanon updated Sep 20, 2026
12views this month
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Trust & integrity
| Signal | agent-starter-pack | ax |
|---|---|---|
| Maintenance | Steady (60d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 10, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 10, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agent-starter-pack
- Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability
- ax
- Agent experience layer with observability and memory for AI coding agents.
Stars
- agent-starter-pack
- 6.6k
- ax
- 107
Forks
- agent-starter-pack
- 1.5k
- ax
- 13
Open issues
- agent-starter-pack
- 49
- ax
- 35
Language
- agent-starter-pack
- Python
- ax
- TypeScript
Adopt for
- agent-starter-pack
- agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python.
- ax
- ax is an agent-first toolset for managing observability and memory aimed at AI coding agents like Claude Code and Codex, with a focus on local-first strong typing in TypeScript.
Persona
- agent-starter-pack
- -
- ax
- -
Runtime
- agent-starter-pack
- -
- ax
- -
License
- agent-starter-pack
- Apache-2.0
- ax
- AGPL-3.0
Last pushed
- agent-starter-pack
- Jul 21, 2026
- ax
- Sep 8, 2026
Categories
- agent-starter-pack
- AI Agents, Evaluation & Observability
- ax
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agent-starter-pack
- Steady (60%)
- ax
- Very active (96%)
Days since push
- agent-starter-pack
- 60d
- ax
- 1d
Open issues (now)
- agent-starter-pack
- 49
- ax
- 35
Stars delta
- agent-starter-pack
- +21 (30d)
- ax
- +14 (30d)
Open issues delta
- agent-starter-pack
- 0 (30d)
- ax
- +1 (30d)
Owner type
- agent-starter-pack
- Organization
- ax
- User
Full report
- agent-starter-pack
- Trust report
Choose agent-starter-pack if…
- agent-starter-pack is primarily Python; ax is TypeScript.
- License: agent-starter-pack is Apache-2.0, ax is AGPL-3.0.
- Requirements: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks..
- Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents.
- You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines.
When NOT to use agent-starter-pack
- Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it.
- You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups.
Choose ax if…
- ax is primarily TypeScript; agent-starter-pack is Python.
- License: ax is AGPL-3.0, agent-starter-pack is Apache-2.0.
- Tags unique to ax: agent-memory, agent-observability, ai-agents, bun.
- For projects requiring detailed observability and memory management specific to AI-driven coding agents
When NOT to use ax
- Avoid if seeking a tool agnostic to AI-specific functionalities like those for Claude Code and Codex
- Not recommended when looking for solutions outside local-first approaches in TypeScript environment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GoogleCloudPlatform/agent-starter-pack) · observed Sep 20, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Sep 20, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 21, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Necmttn/ax) · observed Sep 20, 2026
- GitHub forks (Necmttn/ax) · observed Sep 20, 2026
- Last push (Necmttn/ax) · observed Sep 8, 2026
- License file (AGPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agent-starter-pack 6.6k · ax 107 (synced Sep 20, 2026).
Common questions
- What is the difference between agent-starter-pack and ax?
- agent-starter-pack: Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability. ax: Agent experience layer with observability and memory for AI coding agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-starter-pack over ax?
- Choose agent-starter-pack over ax when agent-starter-pack is primarily Python; ax is TypeScript; License: agent-starter-pack is Apache-2.0, ax is AGPL-3.0; Requirements: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks.; Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents; You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines.
- When should I choose ax over agent-starter-pack?
- Choose ax over agent-starter-pack when ax is primarily TypeScript; agent-starter-pack is Python; License: ax is AGPL-3.0, agent-starter-pack is Apache-2.0; Tags unique to ax: agent-memory, agent-observability, ai-agents, bun; For projects requiring detailed observability and memory management specific to AI-driven coding agents.
- When should I avoid agent-starter-pack?
- Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it. You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups.
- When should I avoid ax?
- Avoid if seeking a tool agnostic to AI-specific functionalities like those for Claude Code and Codex Not recommended when looking for solutions outside local-first approaches in TypeScript environment
- Is agent-starter-pack or ax more popular on GitHub?
- agent-starter-pack has more GitHub stars (6,558 vs 107). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-starter-pack and ax open source?
- Yes - both are open-source projects on GitHub (agent-starter-pack: Apache-2.0, ax: AGPL-3.0).
- Where can I find alternatives to agent-starter-pack or ax?
- GraphCanon lists graph-backed alternatives at agent-starter-pack alternatives and ax alternatives (agent-starter-pack markdown twin, ax markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agent-starter-pack or ax?
- agent-starter-pack: Steady. ax: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for agent-starter-pack and ax?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-starter-pack trust report; ax trust report.