AgentIndex icon
AgentIndex
atomic-agent logo
atomic-agent
★ 3.5k
vs
career-ops logo
career-ops
★ 77.9k

atomic-agent vs career-ops

atomic-agent: Atomic Agent is a local-first general-purpose agent that keeps its control loop and all state on your machine. It browses the web, reads and edits files, runs approved shell commands, inspects documents, remembers context across sessions and schedules follow-ups, using local open-weight models through the team's TurboQuant llama.cpp build or cloud models. It is a developer preview for Apple Silicon Macs, Linux x64/arm64 and Windows x64.; career-ops: career-ops is a local-first job-search system that runs inside an AI coding CLI such as Claude Code, Codex, Qwen, OpenCode or Grok Build. Paste a job and it checks the posting is still live, scores it 1-5 against your real CV, and drafts an ATS-readable CV, cover letter, application answers and outreach notes. It never submits applications or sends email, has no telemetry, and keeps your data on your machine.

01

TL;DR

atomic-agent logo
atomic-agentWorkflow Automation · ★ 3.5k

A private assistant that runs entirely on local models

Read atomic-agent full review →
career-ops logo
career-opsWorkflow Automation · ★ 77.9k

Deciding which job postings are worth applying to

Read career-ops full review →
02

Side-by-Side Comparison

Field
atomic-agent logoatomic-agent
career-ops logocareer-ops
Category
Workflow Automation
Workflow Automation
Stars
★ 3.5k
★ 77.9k
License
MIT
MIT
Install Command
curl -fsSL https://atomicagent.io/install | sh
npx @santifer/career-ops init
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
local-first, llama-cpp, local-llm
job-search, career, resume
03

Features

atomic-agent logoatomic-agent
01Runs local open-weight models on a TurboQuant llama.cpp build, or cloud models
02Browser control, file editing, approved shell commands and document inspection
03Memory across sessions and scheduled follow-ups
04Imports skills, memory, MCP servers and sessions from Claude Code, Codex, Hermes, Pi and OpenClaw
05Checksum-verified installer and a one-command uninstall with dry run
career-ops logocareer-ops
01A-H evaluation that scores a job against your CV and advises skipping weak fits
02Tailored ATS-readable CV PDFs and cover letters with an approval gate
03Portal scanner with 100+ preconfigured companies across Ashby, Greenhouse, Lever and Wellfound
04Interview prep, story bank, negotiation scripts and offer-stage contract review
05Terminal dashboard and pattern analysis of rejections and ghost-job reposts
04

Use Cases

atomic-agent logoatomic-agent
↳A private assistant that runs entirely on local models
↳Migrating from Claude Code or Hermes while keeping skills and sessions
↳Long sessions with small local models on limited memory
career-ops logocareer-ops
↳Deciding which job postings are worth applying to
↳Tailoring CVs and cover letters per role without fabricating experience
↳Tracking an application pipeline and preparing for interviews
05

Best For

atomic-agent logoatomic-agent
—
career-ops logocareer-ops
Most Popular
FAQ

FAQ

What is the difference between atomic-agent and career-ops?
Both atomic-agent and career-ops are in the Workflow Automation category. atomic-agent has 3.5k stars, while career-ops has 77.9k stars.
Which is better, atomic-agent or career-ops?
The best choice depends on your use case. Choose atomic-agent if A private assistant that runs entirely on local models, and career-ops if Deciding which job postings are worth applying to.
Is atomic-agent free or open source?
Yes, atomic-agent is open source on GitHub (MIT).
Is career-ops free or open source?
Yes, career-ops is open source on GitHub (MIT).
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Related

Alternatives to atomic-agent →Alternatives to career-ops →atomic-agent details →career-ops details →