agent logo
agent
★ 1.8k
vs
dsh-anchored-standard logo
dsh-anchored-standard
★ 3.7k

agent vs dsh-anchored-standard

agent: Stakpak is a secure, open-source AI agent designed for DevOps, allowing developers to deploy and run infrastructure directly from the terminal. It provides robust security features like secret substitution and network-level guardrails, ensuring AI interactions with production environments are safe and controlled.; dsh-anchored-standard: dsh-anchored-standard is a set of community DeepSeek Harness agent presets that start a session under the Minimal condition, then promote to a small resident tool catalog and unlock heavier Standard tools on demand. It was tuned for DeepSeek V4 Pro and was frozen on 2026-09-10 after that model's retirement; new issues and PRs are no longer accepted.

01

TL;DR

agent logo
agentDev Tooling · ★ 1.8k
When to choose:
  • You want a terminal agent for infrastructure work: infrastructure code, Kubernetes debugging, CI/CD and deployments.
  • You want the model to use credentials without seeing them: secret substitution and a privacy mode that redacts IPs and account IDs.
  • You want network-level guardrails that block destructive operations before they run.
When to skip:
  • You need clear reuse terms: our data notes that GitHub does not detect a licence, so check before reuse.
  • Your sessions must not go through a third party: using a Stakpak API key routes them through their service; bring your own keys instead.
  • You need an actively updated tool: our data shows the last push on 2026-07-06.
dsh-anchored-standard logo
dsh-anchored-standardDev Tooling · ★ 3.7k

Studying how API-visible tool surface affects agent trajectories

02

Side-by-Side Comparison

Field
agent logoagent
dsh-anchored-standard logodsh-anchored-standard
Category
Dev Tooling
Dev Tooling
Stars
★ 1.8k
★ 3.7k
License
Apache-2.0
NOASSERTION
Install Command
curl -sSL https://stakpak.dev/install.sh | sh
—
Updated
3mo ago
2d ago
Open Source
Yes
Yes
Tags
AI Agent, DevOps, Security
agent-framework, deepseek, deepseek-harness
03

Features

agent logoagent
01Secret Substitution: The LLM works with your credentials without ever seeing them.
02Warden Guardrails: Network-level policies block destructive operations before they run.
03DevOps Playbooks & Rulebooks: Curated library of DevOps knowledge and customizable agent behavior.
04Infrastructure Code Indexing: Automatic local indexing and semantic search for various infrastructure code.
05Asynchronous Task Management & Real-time Progress Streaming: Manage background commands and get real-time progress updates.
dsh-anchored-standard logodsh-anchored-standard
01Base mode, two live-anchor variants and one seeded prefab mode
02Two-phase bootstrap: Minimal-aligned start, then full Standard tools
03context-gate unified injection control
04Published dose-response data on discovery tools
04

Use Cases

agent logoagent
↳Generating infrastructure code (Terraform, Kubernetes, Dockerfile).
↳Debugging Kubernetes and configuring CI/CD pipelines.
↳Automating secure and controlled infrastructure deployments.
dsh-anchored-standard logodsh-anchored-standard
↳Studying how API-visible tool surface affects agent trajectories
↳Reusing the context-gate and prefab pipeline in other harness setups
FAQ

FAQ

What is the difference between agent and dsh-anchored-standard?
Both agent and dsh-anchored-standard are in the Dev Tooling category. agent has 1.8k stars, while dsh-anchored-standard has 3.7k stars.
Which is better, agent or dsh-anchored-standard?
The best choice depends on your use case. Choose agent if Generating infrastructure code (Terraform, Kubernetes, Dockerfile)., and dsh-anchored-standard if Studying how API-visible tool surface affects agent trajectories.
Is agent free or open source?
Yes, agent is open source on GitHub (Apache-2.0).
Is dsh-anchored-standard free or open source?
Yes, dsh-anchored-standard is open source on GitHub (NOASSERTION).
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