Comparison
agent-starter-pack vs trpc-agent-go
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 trpc-agent-go if trpc-agent-go is a Go framework for developing AI agents with A2A communication and AG-UI interfaces, suitable for projects needing production-grade agent systems with graph workflows.
Markdown twin · agent-starter-pack alternatives · trpc-agent-go alternatives
GraphCanon updated 4d
Trust & integrity
| Signal | agent-starter-pack | trpc-agent-go |
|---|---|---|
| Maintenance | Active (29d since push) As of 4d · github_public_v1 | Very active (2d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- trpc-agent-go
- A Go framework for building production agent systems with graph workflows
Stars
- agent-starter-pack
- 6.5k
- trpc-agent-go
- 1.6k
Forks
- agent-starter-pack
- 1.5k
- trpc-agent-go
- 271
Open issues
- agent-starter-pack
- 49
- trpc-agent-go
- 163
Language
- agent-starter-pack
- Python
- trpc-agent-go
- Go
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.
- trpc-agent-go
- trpc-agent-go is a Go framework for developing AI agents with A2A communication and AG-UI interfaces, suitable for projects needing production-grade agent systems with graph workflows.
Persona
- agent-starter-pack
- -
- trpc-agent-go
- -
Runtime
- agent-starter-pack
- -
- trpc-agent-go
- -
License
- agent-starter-pack
- Apache-2.0
- trpc-agent-go
- Apache-2.0
Last pushed
- agent-starter-pack
- Jul 21, 2026
- trpc-agent-go
- Jul 24, 2026
Categories
- agent-starter-pack
- AI Agents, Evaluation & Observability
- trpc-agent-go
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agent-starter-pack
- Active (82%)
- trpc-agent-go
- Very active (96%)
Days since push
- agent-starter-pack
- 29d
- trpc-agent-go
- 2d
Open issues (now)
- agent-starter-pack
- 49
- trpc-agent-go
- 163
Stars delta
- agent-starter-pack
- +18 (30d)
- trpc-agent-go
- Unknown
Open issues delta
- agent-starter-pack
- +1 (30d)
- trpc-agent-go
- Unknown
Full report
- agent-starter-pack
- Trust report
- trpc-agent-go
- Trust report
Choose agent-starter-pack if…
- agent-starter-pack is primarily Python; trpc-agent-go is Go.
- 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 trpc-agent-go if…
- trpc-agent-go is primarily Go; agent-starter-pack is Python.
- trpc-agent-go operates in a self-hosted mode as it's designed for on-premises or bespoke deployment setups within the developer’s control.
- Pricing: Being licensed under Apache-2.0, trpc-agent-go is free to use and modify, but developers may face additional costs related to maintenance and scaling as needed for their production systems..
- Tags unique to trpc-agent-go: a2a, a2a-protocol, ag-ui, agent-framework.
- When you need support for advanced A2A (agent-to-agent) communication protocols in your project, trpc-agent-go provides specialized tools to facilitate this within a Go ecosystem.
When NOT to use trpc-agent-go
- If your project does not require Go language for implementation or lacks the necessity for sophisticated agent-to-agent communication protocols like those supported by trpc-agent-go.
- In scenarios where a simpler architecture without dedicated support for graph workflows and extensive observability features is sufficient, trpc-agent-go might introduce unnecessary complexity.
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 Aug 20, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Aug 20, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 21, 2026
- License file (Apache-2.0) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (trpc-group/trpc-agent-go) · observed Jul 27, 2026
- GitHub forks (trpc-group/trpc-agent-go) · observed Jul 27, 2026
- Last push (trpc-group/trpc-agent-go) · observed Jul 24, 2026
- License file (Apache-2.0) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-starter-pack 6.5k · trpc-agent-go 1.6k (synced Aug 20, 2026).
Common questions
- What is the difference between agent-starter-pack and trpc-agent-go?
- agent-starter-pack: Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability. trpc-agent-go: A Go framework for building production agent systems with graph workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-starter-pack over trpc-agent-go?
- Choose agent-starter-pack over trpc-agent-go when agent-starter-pack is primarily Python; trpc-agent-go is Go; 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 trpc-agent-go over agent-starter-pack?
- Choose trpc-agent-go over agent-starter-pack when trpc-agent-go is primarily Go; agent-starter-pack is Python; trpc-agent-go operates in a self-hosted mode as it's designed for on-premises or bespoke deployment setups within the developer’s control; Pricing: Being licensed under Apache-2.0, trpc-agent-go is free to use and modify, but developers may face additional costs related to maintenance and scaling as needed for their production systems.; Tags unique to trpc-agent-go: a2a, a2a-protocol, ag-ui, agent-framework; When you need support for advanced A2A (agent-to-agent) communication protocols in your project, trpc-agent-go provides specialized tools to facilitate this within a Go ecosystem.
- 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 trpc-agent-go?
- If your project does not require Go language for implementation or lacks the necessity for sophisticated agent-to-agent communication protocols like those supported by trpc-agent-go. In scenarios where a simpler architecture without dedicated support for graph workflows and extensive observability features is sufficient, trpc-agent-go might introduce unnecessary complexity.
- Is agent-starter-pack or trpc-agent-go more popular on GitHub?
- agent-starter-pack has more GitHub stars (6,537 vs 1,592). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-starter-pack and trpc-agent-go open source?
- Yes - both are open-source projects on GitHub (agent-starter-pack: Apache-2.0, trpc-agent-go: Apache-2.0).
- Where can I find alternatives to agent-starter-pack or trpc-agent-go?
- GraphCanon lists graph-backed alternatives at agent-starter-pack alternatives and trpc-agent-go alternatives (agent-starter-pack markdown twin, trpc-agent-go 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 trpc-agent-go?
- agent-starter-pack: Active. trpc-agent-go: 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 trpc-agent-go?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-starter-pack trust report; trpc-agent-go trust report.