Best AI Coding Assistants Software - Page 2

How Many AI Coding Assistants Software Products Does G2 Track?

Total Products under this Category: 406

Category Stats (Nov 2026)

  • Average Rating: 4.56/5 (↑0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Greptile (+1.03%) - Among all products in this category, Greptile recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank AI Coding Assistants Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 5,800+ Authentic Reviews
  • 406+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AI Coding Assistants Software

G2 Grid® for AI Coding Assistants Software plotting products by satisfaction and market presence

Highlighted products: Claude, Claude Code, Gemini, Cursor, GitHub Copilot, IBM Bob, Replit, and Amazon Q Developer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-coding-assistants/grids.json?focus%5B%5D=claude&focus%5B%5D=anthropic-claude-code&focus%5B%5D=google-gemini&focus%5B%5D=cursor&focus%5B%5D=github-copilot&focus%5B%5D=ibm-bob&focus%5B%5D=replit&focus%5B%5D=amazon-q-developer)

WindSurf AI IDE

Codeium is an advanced AI-powered code assistant designed to enhance developer productivity by providing real-time code suggestions, autocompletions, and error detection. It integrates seamlessly with various Integrated Development Environments (IDEs), offering support for multiple programming languages. Key Features and Functionality: - Real-Time Code Suggestions: Offers intelligent code completions to speed up the coding process. - Error Detection: Identifies potential errors and suggests corrections to improve code quality. - Multi-Language Support: Compatible with a wide range of programming languages, catering to diverse development needs. - IDE Integration: Easily integrates with popular IDEs, providing a smooth and efficient coding experience. Primary Value and User Benefits: Codeium addresses common challenges faced by developers, such as time-consuming code writing and debugging. By automating code suggestions and error detection, it reduces development time and minimizes coding errors, leading to more efficient and reliable software development.

Average Rating: 4.2/5.0

Total Reviews: 56

Who Is the Company Behind WindSurf AI IDE?

  • Seller: Cognition, Inc
  • Year Founded: 2021
  • HQ Location: Mountain View, California, United States
  • LinkedIn® Page: www.linkedin.com
    106 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 45% Small, 43% Medium

What Are Recent G2 Reviews of WindSurf AI IDE?

Devstral Medium

Codestral is an open-weight generative AI model developed by Mistral AI, specifically designed for code generation tasks. It assists developers in writing and interacting with code through a unified instruction and completion API endpoint. Proficient in over 80 programming languages—including Python, Java, C, C++, JavaScript, and Bash—Codestral also supports less common languages like Swift and Fortran, making it versatile across various coding environments. Key Features and Functionality: - Multi-Language Support: Trained on a diverse dataset encompassing more than 80 programming languages, ensuring adaptability to different development projects. - Code Completion and Generation: Capable of completing coding functions, writing tests, and filling in partial code using a fill-in-the-middle mechanism, thereby streamlining the coding process. - Integration with Development Environments: Accessible via a dedicated endpoint (`codestral.mistral.ai`), facilitating seamless integration into various Integrated Development Environments (IDEs). Primary Value and User Solutions: Codestral significantly enhances developer productivity by automating routine coding tasks, reducing the time and effort required for code completion and test generation. Its extensive language support and advanced code understanding minimize errors and bugs, allowing developers to focus on complex problem-solving and innovation. By integrating smoothly into existing workflows, Codestral democratizes coding, making advanced AI-assisted development accessible to a broader range of users.

Average Rating: 4.5/5.0

Total Reviews: 10

Who Is the Company Behind Devstral Medium?

  • Seller: Mistral
  • Year Founded: 2023
  • HQ Location: Paris, Île-de-France, France
  • Twitter: @MistralAI
    195,825 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,540 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 45% Small, 45% Large

What Are Recent G2 Reviews of Devstral Medium?

Devstral Small

Codestral is an open-weight generative AI model developed by Mistral AI, specifically designed for code generation tasks. It assists developers in writing and interacting with code through a unified instruction and completion API endpoint. Proficient in over 80 programming languages—including Python, Java, C, C++, JavaScript, and Bash—Codestral also supports less common languages like Swift and Fortran, making it versatile across various coding environments. Key Features and Functionality: - Multi-Language Support: Trained on a diverse dataset encompassing more than 80 programming languages, ensuring adaptability to different development projects. - Code Completion and Generation: Capable of completing coding functions, writing tests, and filling in partial code using a fill-in-the-middle mechanism, thereby streamlining the coding process. - Integration with Development Environments: Accessible via a dedicated endpoint (`codestral.mistral.ai`), facilitating seamless integration into various Integrated Development Environments (IDEs). Primary Value and User Solutions: Codestral significantly enhances developer productivity by automating routine coding tasks, reducing the time and effort required for code completion and test generation. Its extensive language support and advanced code understanding minimize errors and bugs, allowing developers to focus on complex problem-solving and innovation. By integrating smoothly into existing workflows, Codestral democratizes coding, making advanced AI-assisted development accessible to a broader range of users.

Average Rating: 4.3/5.0

Total Reviews: 12

Who Is the Company Behind Devstral Small?

  • Seller: Mistral
  • Year Founded: 2023
  • HQ Location: Paris, Île-de-France, France
  • Twitter: @MistralAI
    195,825 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,540 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 33% Medium, 33% Large

What Are Recent G2 Reviews of Devstral Small?

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Greptile

Greptile is an AI code reviewer that helps software teams catch bugs before merge. It reviews and tests pull requests with full codebase context, providing independent validation for code written by developers and coding agents. Its knowledge base tracks architecture, conventions and past bugs, helping reviews identify issues beyond the changed code. Coding agents can access the same knowledge through Greptile’s Knowledge Base MCP to follow existing patterns and avoid repeating known mistakes. Teams can define review rules in plain English and connect Jira, Linear and Notion for requirements and project context. Greptile learns from engineers’ PR comments and feedback so reviews reflect the team’s standards. Teams can choose Base, Plus or Apex reviews, or let Greptile select the depth based on each PR’s size, risk and complexity. TREX adds end-to-end testing by running the app in a configured sandbox and exercising the flows a change affects. It posts findings with video recordings so developers can see what happened. Security review combines static scanning and dependency checks with an AI security agent. Developers can use Greptile MCP to pull review findings into Claude Code, Cursor, Codex or Devin and implement fixes. They can also use the Greptile CLI to review local branches before pushing code or opening a pull request. Try Greptile on your next pull request with a 14-day free trial.

Average Rating: 4.0/5.0

Total Reviews: 27

Who Is the Company Behind Greptile?

  • Seller: Greptile
  • Company Website:
  • Year Founded: 2024
  • HQ Location: San Francisco, California, United States
  • Twitter: @greptile
  • LinkedIn® Page: www.linkedin.com
    39 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 74% Small, 26% Medium

What Are Recent G2 Reviews of Greptile?

Windsurf

Codeium is a free AI-powered coding assistant that accelerates development by providing intelligent code autocompletion in over 70 programming languages and more than 40 IDEs, including VSCode, JetBrains, and Jupyter Notebooks. With Codeium, developers can write code faster, eliminate repetitive tasks, and stay in the flow state—whether they're working with Python, JavaScript, C++, or any other language. Built on billions of lines of open-source code, Codeium understands and anticipates your coding needs, offering multiline suggestions, automated unit tests, and even natural language explanations for complex functions. It’s perfect for streamlining code writing, reducing boilerplate, and cutting down the time spent on documentation searches. Trusted by individual developers and Fortune 500 companies alike, Codeium is your go-to solution for boosting productivity and writing better code. Try Codeium for free today and experience the future of AI-powered coding!

Average Rating: 4.3/5.0

Total Reviews: 35

Who Is the Company Behind Windsurf?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 49% Medium, 43% Small

What Do G2 Reviewers Say About Windsurf?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use of Windsurf, enabling seamless coding with intuitive AI assistance and support.
  • Users rave about the intelligent coding assistance in Windsurf, enhancing productivity and streamlining their development workflow.
  • Users celebrate the intelligent AI assistance of Windsurf, enhancing productivity and streamlining the coding experience significantly.
  • Users value the seamless integration of Windsurf with multiple AI assistants, enhancing their coding efficiency and flexibility.
  • Users appreciate the seamless AI integration of Windsurf, enhancing workflow efficiency and supporting diverse coding tasks.
Cons
  • Users find Windsurf lacking in essential features, which makes development harder compared to more mature IDEs.
  • Users report issues with poor coding, leading to frequent mistakes, slow response times, and numerous bugs in the system.
  • Users experience poor suggestions from Windsurf, necessitating manual adjustments that disrupt their workflow and efficiency.
  • Users experience slow performance with Windsurf, facing lag and long response times at times.
  • Users note that Codeium occasionally provides irrelevant suggestions, disrupting workflow and context in complex coding scenarios.

What Are Recent G2 Reviews of Windsurf?

Tabnine

Tabnine provides the world’s most contextually-aware AI software development agents, autonomously completing the broadest variety of tasks across the SDLC without sacrificing privacy. Tabnine boosts engineering velocity and software quality through AI tools customized to each unique organization’s coding patterns, standards, and expectations. Many AI tools can write software, but only Tabnine generates and validates software like your best engineers.Unlike generic coding assistants, Tabnine is the AI software development platform tailored to you and your team: - Personalized — Tabnine delivers an optimized experience for each development team; it is highly context-aware, integrates with the widest variety of IT systems to gain understanding and to act, and learns and applies your unique approach and policies,. - Private — You choose where and how to deploy Tabnine (SaaS, VPC, or on-premises) to maximize control over your IP, and you choose both the underlying LLM and how it is applied (including private endpoints and fully private deployment). - Protected — Tabnine has the most comprehensive approach to assuring license and copyright compliance. Tabnine evaluates all AI-generated code (flagging any matches with publicly visible code) and also offers a proprietary model exclusively trained on permissively licensed code to support the strictest teams and use cases. Tabnine pioneered AI-enabled software development and now supports more than a million developers across thousands of teams, making it one of the most widely used AI applications in the world. Tabnine is privately held and backed by top-tier investors. We support all the popular IDEs namely - VS Code - JetBrains IDEs - Eclipse - Visual Studio 2022 We support all the major programming languages. Refer here for more details (https://docs.tabnine.com/main/welcome/readme/supported-languages) - JavaScript - TypeScript - Python - Java - C - C++ - C# - Go - Php - Ruby - Kotlin / Dart - Rust - React / Vue - HTML 5 - CSS - Lua - Cuda - Perl - SQL - Scala - Shell (bash) - Swift - R - Julia - VB - Groovy - Matlab - Terraform - ABAP

Average Rating: 4.2/5.0

Total Reviews: 69

Who Is the Company Behind Tabnine?

  • Seller: Tricentis
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • Twitter: @Tricentis
    12,931 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,679 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 71% Small, 22% Medium

What Do G2 Reviewers Say About Tabnine?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use with Tabnine for quick task completion and AI-driven code insights.
  • Users value the coding assistance from Tabnine, enhancing productivity with quick, reliable AI-driven code suggestions.
  • Users value the speed and security of Tabnine, enhancing productivity with intelligent code suggestions and team collaboration.
  • Users appreciate the reliable auto-suggestions from Tabnine, enhancing coding speed and productivity during development tasks.
  • Users value the speed and efficiency of Tabnine, enhancing productivity with accurate code suggestions and insights.
Cons
  • Users criticize Tabnine for its poor coding performance, falling short of expectations and alternatives like ChatGPT Plus.
  • Users often face poor suggestions with Tabnine, especially when working with UI frameworks like Vue.js.
  • Users find the AI integration lacking, with limited context and performance compared to direct alternatives like ChatGPT.
  • Users face compatibility issues, as Tabnine struggles with UI frameworks and requires good connectivity for accuracy.
  • Users experience irrelevant responses from Tabnine, leading to frustration and ineffective code completion suggestions.

What Are Recent G2 Reviews of Tabnine?

What Are G2 Users Discussing About Tabnine?

Junie

Junie is JetBrains' AI coding agent, built to be cost-efficient. It plans with a powerful model and implements with a faster one, so you spend fewer tokens per task while getting the same quality. On the independent SWE-Rebench benchmark, Junie resolves more real-world coding issues than other leading agents, at a lower cost per task. Junie supports the latest models from major frontier labs on day zero, so you're never waiting on integration work to use what just shipped. It works with almost any model you choose, inside IDEs like IntelliJ IDEA, directly from the terminal, or from GitHub and GitLab issues and merge requests. A human stays in the loop. Junie asks for approval before risky actions, and you can redirect it mid-task instead of starting over. Teach Junie your team's coding standards, naming conventions, and review process, and switch from another AI coding agent in seconds with no extra setup.

Average Rating: 4.4/5.0

Total Reviews: 14

Who Is the Company Behind Junie?

  • Seller: JetBrains
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Prague
  • Twitter: @jetbrains
    213,126 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,019 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 86% Small, 7% Large

What Are Recent G2 Reviews of Junie?

OpenHands

OpenHands is the open-source platform for building and running software engineering agents, with the interface, automations, and control layer needed to go from a single local agent to a system running across an entire organization.

Average Rating: 4.3/5.0

Total Reviews: 26

Who Is the Company Behind OpenHands?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 61% Small, 29% Medium

What Are Recent G2 Reviews of OpenHands?

Augment Code by Harness

You get predictable pricing when you have unlimited agent, completions, chat, instructions, and Next Edit – take the limits off your productivity.

Average Rating: 4.0/5.0

Total Reviews: 36

Who Is the Company Behind Augment Code by Harness?

  • Seller: Harness
  • Year Founded: 2018
  • HQ Location: San Francisco
  • Twitter: @HarnessWealth
    1,389 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,832 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software
  • Company Size: 69% Medium, 29% Small

What Do G2 Reviewers Say About Augment Code by Harness?

AI-generated summary from verified user reviews

Pros
  • Users value the superior context understanding of Augment Code, outperforming many other AI tools in the market.
Cons
  • Users warn of the expensive pricing changes and unfulfilled promises, raising concerns about potential financial risks.

What Are Recent G2 Reviews of Augment Code by Harness?

Amp

Sourcegraph’s AI code assistant goes beyond individual dev productivity, helping enterprises achieve consistency and quality at scale with AI. Sourcegraph accelerates the entire workflow for developers by providing them a more natural and intuitive way to work. Searching code, chatting with AI, invoking prompts, and using agents can now all be performed in one place with the best models available. Features: 🤖 Agentic chat: Designed to simplify and accelerate developer workflows, Sourcegraph uses a combination of search, AI chat, and prompts in a single interface to streamline how you explore, understand, and generate code. ✨ Auto-edit: Autocompletes single lines, or whole functions, in any programming language, configuration file, or documentation. It’s powered by the latest instant LLM models, for accuracy and performance. 📚 Prompt Library: Streamline your development process by using prompts to understand, improve, fix, document, and generate unit tests for your code. You can also create your own prompts and save them in the Prompt Library to tailor Sourcegraph to your workflow. Cody works with major code hosts like GitHub, GitLab, and Bitbucket, and offers industry-leading LLM flexibility with support for the most powerful models from OpenAI, Anthropic, and more. 🧠 The Best Context: When tools focus solely on individual productivity, teams face inconsistent and poor-quality results. Sourcegraph focuses on team productivity using whole codebase context and shared prompts to ensure quality and consistency across your enterprise.

Average Rating: 4.5/5.0

Total Reviews: 91

Who Is the Company Behind Amp?

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 70% Small, 21% Medium

What Do G2 Reviewers Say About Amp?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Amp, enjoying its intuitive design and simple integration for various tasks.
  • Users appreciate the coding assistance from Amp, noting its speed and quality in generating code suggestions.
  • Users praise the blazing fast speed and seamless mobile optimization of Amp, enhancing overall user experience.
  • Users appreciate the fast speed and SEO-friendly features of AMP, enhancing user experience and search rankings.
  • Users appreciate the easy integrations of Amp, making it simple to build websites and applications seamlessly.
Cons
  • Users experience poor coding issues with slow performance and lag, affecting the overall usability of Amp.
  • Users experience slow performance with Amp, with lag in chat and delays impacting overall productivity.
  • Users face a significant context understanding challenge with Amp, affecting query handling and overall functionality.
  • Users find the limited customization options of Amp can be inconvenient for specific needs and detailed reporting.
  • Users find the missing features in Amp frustrating, particularly the lack of model selection and auto-edited content.

What Are Recent G2 Reviews of Amp?

What Are G2 Users Discussing About Amp?

Pierre

Pierre is a modern Git-based engineering platform designed to streamline code hosting, code review, and continuous integration (CI) processes for small teams. By reimagining traditional development workflows, Pierre offers a cohesive environment where developers can collaborate efficiently and focus on building high-quality products. Key Features and Functionality: - Code Hosting: Securely store and manage your code repositories within Pierre's intuitive interface. - Code Review: Enhance collaboration with real-time code review tools, including a multiplayer rich-text editor that facilitates seamless team interactions. - Continuous Integration (CI): Implement a fully scriptable, event-based CI system using TypeScript, allowing for customizable and efficient build processes. - Magic Branches: Leverage AI-powered "magic branches" that automatically summarize, highlight, and categorize code changes, simplifying the review process. - Integrations: Easily import existing repositories from platforms like GitHub, ensuring a smooth transition and integration with current workflows. Primary Value and Problem Solved: Pierre addresses the common challenges associated with traditional code review and integration systems, which often lead to developer frustration and decreased productivity. By providing a unified platform that combines code hosting, real-time collaborative review, and customizable CI, Pierre reduces cognitive load and enhances developer satisfaction. This holistic approach not only improves code quality but also accelerates development cycles, enabling teams to deliver products more efficiently.

Average Rating: 4.3/5.0

Total Reviews: 15

Who Is the Company Behind Pierre?

  • Seller: Pierre
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of Pierre?

Ask Codi

We provide an OpenAI-compatible orchestration layer that lets teams compose their own “virtual models” on top of any LLM - combining prompts, reasoning, review, and guardrails, and use them everywhere, from your IDE to your backend. Key features: 1. One OpenAI-compatible API for many LLMs 2. Custom models you name & reuse 3. Reasoning mode on demand 4. Built-in review mode 5. Guardrails & PII masking 6. IDE & CLI integrations 7. Analytics & cost controls.

Average Rating: 4.8/5.0

Total Reviews: 100

Who Is the Company Behind Ask Codi?

Who Uses This Product?

  • Who Uses This: Founder
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 86% Small, 5% Medium

What Do G2 Reviewers Say About Ask Codi?

AI-generated summary from verified user reviews

Pros
  • Users love the rich integration with popular IDEs and the variety of LLMs available for coding support.
  • Users love the ease of use of Ask Codi, making coding simple and enjoyable for everyone.
  • Users love the coding assistance provided by Ask Codi, enhancing productivity and streamlining their development tasks.
  • Users find Ask Codi's intuitive user interface easy to navigate, enhancing their productivity in coding tasks.
  • Users love the seamless code conversion capabilities of Ask Codi, enhancing productivity with integrated tools and support.
Cons
  • Users experience long response times with Ask Codi, which can impact efficiency in generating needed outputs.
  • Users face issues with poor coding quality from Ask Codi, requiring manual fixes and oversight on generated content.
  • Users find the credit system cumbersome, requiring frequent logins and experiencing long response times to earn credits.
  • Users experience slow performance with Ask Codi, citing long response times that hinder usability.
  • Users face complexity issues with Ask Codi, especially those lacking coding knowledge, complicating their overall experience.

What Are Recent G2 Reviews of Ask Codi?

DataFlint

DataFlint reads your Spark logs and plans, pinpoints bottlenecks, and proposes IDE fixes. It monitors jobs and surfaces optimization opportunities and cost savings so teams ship faster with 10× the impact.

Average Rating: 5.0/5.0

Total Reviews: 15

Who Is the Company Behind DataFlint?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of DataFlint?

Harness Platform

Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time.

Average Rating: 4.6/5.0

Total Reviews: 330

Who Is the Company Behind Harness Platform?

  • Seller: Harness
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco
  • Twitter: @HarnessWealth
    1,389 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,832 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Financial Services
  • Company Size: 41% Large, 40% Medium

What Do G2 Reviewers Say About Harness Platform?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of Harness Platform essential for streamlining their development projects effectively.
  • Users highlight the easy integration and comprehensive documentation of Harness Platform, streamlining project implementation and feature management.
  • Users value the ease of managing feature flags across environments, enhancing flexibility and control in deployment.
  • Users appreciate the easy setup of Harness Platform, allowing quick implementation of feature flags and A/B testing.
  • Users find the easy integrations in Harness Platform enhance their workflow and improve productivity significantly.
Cons
  • Users note the missing features in Harness Platform, particularly regarding multiple filters and flexibility compared to other tools.
  • Users find the activation and deactivation clarity lacking, causing confusion in managing feature flags effectively.
  • Users express frustration over limited features, including SDK options and difficulties with traffic splitting and flag management.
  • Users note a steep learning curve with Harness Platform, requiring time to master its extensive features and tools.
  • Users criticize the poor UI of Harness Platform, finding it difficult to manage feature flags effectively.

What Are Recent G2 Reviews of Harness Platform?

What Are G2 Users Discussing About Harness Platform?

Kiro

Kiro is an agentic Integrated Development Environment (IDE) designed to revolutionize the software development process by seamlessly integrating AI agents into every stage of the development lifecycle. By leveraging AI, Kiro enables developers to transition from initial concepts to production-ready applications with enhanced efficiency and precision. Key Features and Functionality: - Spec-Driven Development: Kiro introduces structured specifications that transform high-level ideas into detailed implementation plans, encompassing user stories, acceptance criteria, design documents, and task tracking. - Agent Hooks: These event-driven automations allow developers to delegate repetitive tasks to AI agents, such as updating documentation, generating unit tests, or optimizing code performance, thereby maintaining workflow continuity. - Autopilot Mode: Kiro's autonomous execution mode enables AI agents to make code changes across the codebase and complete complex tasks with minimal intervention, allowing developers to focus on higher-level decision-making. - Agentic Chat: This feature facilitates natural language interactions with AI agents, enabling developers to build features through conversational prompts and receive intelligent code suggestions. - Steering: Developers can define steering files to guide AI behavior across projects, ensuring consistency and adherence to coding standards. Primary Value and Problem Solved: Kiro addresses the challenges of integrating AI into the software development process by providing a cohesive environment where AI agents act as collaborative partners. It streamlines the transition from prototype to production by automating routine tasks, enforcing coding standards, and maintaining up-to-date documentation. This integration allows developers to focus on creative problem-solving and complex decision-making, ultimately enhancing productivity and code quality.

Average Rating: 4.7/5.0

Total Reviews: 6

Who Is the Company Behind Kiro?

Who Uses This Product?

  • Company Size: 50% Small, 33% Medium

What Are Recent G2 Reviews of Kiro?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated April 9, 2026