Comparison
agentwatch vs agent-starter-pack
Verdict
Pick agentwatch if agentwatch is an AI observability framework for monitoring and optimizing cybersecurity and large language model operations with comprehensive insights into agent interactions; 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.
Markdown twin · agentwatch alternatives · agent-starter-pack alternatives
GraphCanon updated Sep 20, 2026
11views this month
vs
Trust & integrity
| Signal | agentwatch | agent-starter-pack |
|---|---|---|
| Maintenance | Dormant (483d since push) As of Sep 10, 2026 · github_public_v1 | Steady (60d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 10, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 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
- agentwatch
- A powerful AI observability framework for monitoring and optimizing AI-driven applications.
- agent-starter-pack
- Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability
Stars
- agentwatch
- 125
- agent-starter-pack
- 6.6k
Forks
- agentwatch
- 11
- agent-starter-pack
- 1.5k
Open issues
- agentwatch
- 0
- agent-starter-pack
- 49
Language
- agentwatch
- Python
- agent-starter-pack
- Python
Adopt for
- agentwatch
- Agentwatch is an AI observability framework for monitoring and optimizing cybersecurity and large language model operations with comprehensive insights into agent interactions.
- 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.
Persona
- agentwatch
- -
- agent-starter-pack
- -
Runtime
- agentwatch
- -
- agent-starter-pack
- -
License
- agentwatch
- Apache-2.0
- agent-starter-pack
- Apache-2.0
Last pushed
- agentwatch
- May 14, 2025
- agent-starter-pack
- Jul 21, 2026
Categories
- agentwatch
- AI Agents, Evaluation & Observability
- agent-starter-pack
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agentwatch
- Dormant (18%)
- agent-starter-pack
- Steady (60%)
Days since push
- agentwatch
- 483d
- agent-starter-pack
- 60d
Open issues (now)
- agentwatch
- 0
- agent-starter-pack
- 49
Stars delta
- agentwatch
- +3 (30d)
- agent-starter-pack
- +21 (30d)
Full report
- agentwatch
- Trust report
- agent-starter-pack
- Trust report
Shared compatibility
- Python · agentwatch: Python runtime · agent-starter-pack: Python runtime
Choose agentwatch if…
- Tags unique to agentwatch: agent, agentic-ai, cybersecurity, large-language-models.
- When your focus is on monitoring and analyzing AI-driven applications, especially those involving cybersecurity and large language models
- Leaner open-issue backlog (0).
When NOT to use agentwatch
- For scenarios where the user interface aspect of observability is not preferred or required, as Agentwatch emphasizes an intuitive UI for insight into AI operations
- When prioritizing support for non-Python environments since Agentwatch is specifically developed in Python and could limit usability in other ecosystems
Choose agent-starter-pack if…
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cyberark/agentwatch) · observed Sep 20, 2026
- GitHub forks (cyberark/agentwatch) · observed Sep 20, 2026
- Last push (cyberark/agentwatch) · observed May 14, 2025
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- 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 on cards: agentwatch 125 · agent-starter-pack 6.6k (synced Sep 20, 2026).
Common questions
- What is the difference between agentwatch and agent-starter-pack?
- agentwatch: A powerful AI observability framework for monitoring and optimizing AI-driven applications.. agent-starter-pack: Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentwatch over agent-starter-pack?
- Choose agentwatch over agent-starter-pack when Tags unique to agentwatch: agent, agentic-ai, cybersecurity, large-language-models; When your focus is on monitoring and analyzing AI-driven applications, especially those involving cybersecurity and large language models; Leaner open-issue backlog (0).
- When should I choose agent-starter-pack over agentwatch?
- Choose agent-starter-pack over agentwatch when 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 avoid agentwatch?
- For scenarios where the user interface aspect of observability is not preferred or required, as Agentwatch emphasizes an intuitive UI for insight into AI operations When prioritizing support for non-Python environments since Agentwatch is specifically developed in Python and could limit usability in other ecosystems
- 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.
- Is agentwatch or agent-starter-pack more popular on GitHub?
- agent-starter-pack has more GitHub stars (6,558 vs 125). Stars measure visibility, not whether either tool fits your constraints.
- Are agentwatch and agent-starter-pack open source?
- Yes - both are open-source projects on GitHub (agentwatch: Apache-2.0, agent-starter-pack: Apache-2.0).
- Where can I find alternatives to agentwatch or agent-starter-pack?
- GraphCanon lists graph-backed alternatives at agentwatch alternatives and agent-starter-pack alternatives (agentwatch markdown twin, agent-starter-pack 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, agentwatch or agent-starter-pack?
- agentwatch: Dormant. agent-starter-pack: Steady. 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 agentwatch and agent-starter-pack?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentwatch trust report; agent-starter-pack trust report.