An AI-powered assistant integrated into Jira Cloud that provides automated security recommendations for software development. It helps developers write secure-by-design code, streamlines AppSec reviews, and embeds security directly into the SDLC.
Kilo is an open-source, all-in-one AI coding agent and orchestration platform designed to accelerate software development. It integrates seamlessly into your workflow via VS Code, JetBrains IDEs, and the CLI, offering access to 500+ AI models, automated code reviews, cloud agents, and deployment tools—all while emphasizing transparency, control, and developer productivity.
An AI-powered assistant integrated into Jira Cloud that provides automated security recommendations for software development. It helps developers write secure-by-design code, streamlines AppSec reviews, and embeds security directly into the SDLC.
Kilo is an open-source, all-in-one AI coding agent and orchestration platform designed to accelerate software development. It integrates seamlessly into your workflow via VS Code, JetBrains IDEs, and the CLI, offering access to 500+ AI models, automated code reviews, cloud agents, and deployment tools—all while emphasizing transparency, control, and developer productivity.
| Feature | AppSec Assistant | Kilo |
|---|---|---|
| Primary category | Code Security | Ai Code Assistant |
| Added | 2025-08-07 | 2026-03-18 |
| Pricing | Freemium | Freemium |
| Official website | appsecassistant.com | kilo.ai |
| Product type | Browser extension | Browser extension |
| Performance data | ||
| User rating | Not verified | Not verified |
| Comments | 0 | 0 |
| Monthly visits | 4K | 1.4M |
| Monthly growth | Not verified | -21.8% |
| Favorites | 119 | 17 |
| Details | View details | View details |
Compare AppSec Assistant and Kilo by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
In the AppSec Assistant vs Kilo monthly traffic comparison, AppSec Assistant currently shows 4K visits and Kilo shows 1.4M; Kilo has about 338.5 times the visible traffic of AppSec Assistant, an absolute difference of about 1.3M visits. This reflects visible reach, not feature quality or paid users.
Only Kilo has complete third-party traffic details; AppSec Assistant uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 33.7% | 456.2K |
| 🇨🇳China | 20.01% | 270.9K |
| 🇮🇳India | 19.24% | 260.5K |
| 🇻🇳Vietnam | 17.14% | 232K |
| 🇮🇩Indonesia | 9.91% | 134.2K |
| Source type | Percentage | Traffic |
|---|---|---|
| Direct | 84.14% | 1.1M |
| Referral | 13.52% | 183K |
| 2.34% | 31.7K |
This in-depth AppSec Assistant vs Kilo comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. AppSec Assistant is primarily listed under “Code Security”, while Kilo is primarily listed under “Ai Code Assistant”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (AppSec Assistant: Code Security; Kilo: Ai Code Assistant); Monthly visits (AppSec Assistant: 4K; Kilo: 1.4M); Favorites (AppSec Assistant: 119; Kilo: 17); Website (AppSec Assistant: appsecassistant.com; Kilo: kilo.ai); Added (AppSec Assistant: 2025-08-07; Kilo: 2026-03-18). These facts are more useful for selection than brand visibility alone.
In the AppSec Assistant vs Kilo monthly traffic comparison, AppSec Assistant currently shows 4K visits and Kilo shows 1.4M; Kilo has about 338.5 times the visible traffic of AppSec Assistant, an absolute difference of about 1.3M visits. This reflects visible reach, not feature quality or paid users.
Only Kilo has complete third-party traffic details; AppSec Assistant uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
The current traffic scope is not sufficient for a reliable product ranking. Treat monthly visits as a market-interest signal, then decide using taxonomy, use cases, pricing, and a like-for-like trial rather than reading exposure as product capability.
AppSec Assistant and Kilo currently overlap in shared categories: Project Management; shared tags: code review and software development. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
AppSec Assistant's unique categories/tags are Code Security, Devops, AI assistant, AppSec, DevSecOps, jira, Llama 3, and OpenAI; Kilo's are Ai Code Assistant, Ai Platform, ai agents, ai coding assistant, CLI tool, cloud computing, jetbrains plugin, and open source. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
AppSec Assistant has no verified rating, 0 comments, 119 favorites, and 113 likes；Kilo has no verified rating, 0 comments, 17 favorites, and 12 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Put AppSec Assistant on the priority trial list when the task aligns with “Code Security” and especially Code Security, Devops, AI assistant, AppSec, DevSecOps, and jira. This follows recorded positioning and does not imply unlisted capabilities are absent.
AppSec Assistant also currently records: pricing is freemium, product type is browser extension, 4K on-site monthly views, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
Put Kilo on the priority trial list when the task aligns with “Ai Code Assistant” and especially Ai Code Assistant, Ai Platform, ai agents, ai coding assistant, CLI tool, and cloud computing, or the users include DevOps Engineer, Engineering Manager, Full-Stack Developer, and Product Manager. This follows recorded positioning and does not imply unlisted capabilities are absent.
Kilo also currently records: pricing is freemium, product type is browser extension, 1.4M verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in AppSec Assistant and Kilo, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
Rp1 is a professional development workflow tool for AI coding assistants, designed to streamline software creation from requirements to deployment. It offers 21 commands and 18 specialized agents for efficient, single-pass execution of complex coding tasks, ensuring structured outputs and deep codebase awareness.
Ai Assistant
Codebay is an AI-powered development platform designed to accelerate the entire software lifecycle. It acts as an intelligent co-pilot for developers, offering advanced features for code generation, automated review, intelligent debugging, and seamless integration with existing workflows to enhance productivity and code quality.
Code Generation
Traycer is an advanced AI coding assistant designed for large codebases. It champions a "Plan First, Code Second" approach, generating detailed, actionable plans before writing any code. It integrates with popular AI agents like Copilot and Claude, verifies changes, and offers automated code reviews to streamline development, improve code quality, and significantly boost productivity for individual developers and teams.
Code Review
Command Center is a "Post-IDE" designed for AI agents, enabling developers to maintain high code quality, understand AI-generated changes, and efficiently refactor code. It provides real-time diff viewing, one-click extension installation, and tools to make any codebase agent-native, ensuring AI contributions are clean and comprehensible.
Code Generation
Bitbucket is a Git-based code hosting and collaboration platform for professional teams. It offers best-in-class Jira integration, built-in CI/CD (Pipelines), and AI-powered features to streamline the entire software development lifecycle, from planning to deployment and beyond.
Code Management
Potpie is an open-source platform that empowers developers to build custom AI agents expert on their codebase. These agents automate complex engineering tasks, from debugging and testing to system design, integrating seamlessly into workflows via VS Code and GitHub.
Custom Agent Builder
Autofix is an AI agent purpose-built for deep code review, identifying security vulnerabilities, hardcoded secrets, and code quality issues. It generates verified patches to help development teams ship clean and secure code faster.
Static Analysis
Prexplainer is an AI-powered developer tool that automatically generates narrated code walkthroughs for pull requests (PRs). It transforms code diffs into engaging audio-visual tours with synchronized highlighting, helping teams understand changes faster without context switching.
Code Review
HOJI AI is a free, AI-powered tool that automates code reviews directly within GitHub. It provides instant, consistent, and high-quality feedback on pull requests, helping development teams increase productivity, improve code quality, and accelerate their development cycles by freeing up senior engineers.
Code Assistant
Swe Studio provides autonomous AI agents that function as full members of your engineering team. They independently handle development tasks from Jira tickets to pull requests, collaborating via Slack and GitHub to ship production-ready features.
Code Assistant
Enso is an AI-powered development environment designed for developers to parallelize intelligence across multiple AI agents within a single project. It integrates advanced Git control, a robust code editor, and AI-driven code review, offering a seamless workflow with persistent AI sessions for each branch.
Development
Ardor is a full-stack, multi-agent platform that revolutionizes software development by enabling users to build, deploy, and monitor complete agentic AI applications from a single prompt. It automates the entire software development lifecycle (SDLC), drastically reducing development time from months to minutes and cutting costs by up to 90%. Ideal for developers, startups, and enterprises looking to accelerate innovation.
Agent Builder
Buildt is an AI-powered code search and understanding tool for developers. It integrates directly into your IDE, allowing you to search your entire codebase using natural language, understand complex code snippets, and generate or modify code on the fly, acting as an intelligent assistant.
Code Generation
Gemini Code Assist is an AI-powered coding assistant from Google, powered by the Gemini 2.5 model. It integrates into your favorite IDEs, terminal, and development platforms to accelerate the entire software development lifecycle with features like code completion, generation, natural language chat, and automated code reviews.
Code Assistant
Autoplans is an AI-powered development orchestration platform that automates the entire software development workflow. It uses intelligent agents to transform project ideas into structured plans, generate code, and create GitHub pull requests, aiming to accelerate development by up to 10x.
Code Generation
