2024 is the perfect time to evaluate the highest-level artificial intelligence (AI) tools available to developers to stay ahead of the competition and improve development workflows. Partnering with an experienced AI development company can accelerate your business’s digital transformation and unlock new opportunities through innovative AI solutions.
A vast array of fresh AI instruments has emerged this year as large language models such as ChatGPT have gained immense popularity. Consequently, we have selected the most exceptional tools that every software engineer should familiarize themselves with and experiment with.
1. Stepsize AI: Seamless Sprint Reporting
Stepsize AI effortlessly constructs impeccable sprint reports. Your team will express gratitude for introducing this time-saving (and labor-saving) application. It composes sprint reports superior to human capabilities, a fact that engineering leaders, product owners, and Scrum Masters appreciate.
It is designed for teams utilizing platforms such as Jira or Linear. Stepsize AI automatically generates sprint reports with an ideal balance of context and detail. With Stepsize AI, everyone is aligned and shares a common understanding of product development progression. The AI processes data from your issue tracker, establishes connections between projects and tasks, and employs this to unveil the perfect level of context and commentary.
Key characteristics:
- A security-first approach
- Context-rich sprint reports
- Reduced time-consuming meetings
- Facilitates shared understanding without disrupting workflow
- Compatible with Jira, Linear, and soon numerous other issue trackers
Is it free? Yes, you can obtain your initial report without charge, and a credit card is not required. You will need authorization to integrate with your issue tracker.
Stepsize AI excels at delivering essential details without overwhelming individuals with superfluous information.
2. Cody AI: Sophisticated Code Assistant
Cody AI expedites the code writing process. Falling behind is the consequence of neglecting an AI coding assistant. It conserves time and offers assistance in various ways, from suggesting code to automatically producing entire files through their natural language processing capabilities, and beyond.
This list features several AI coding assistants with Cody as the pioneer. By thoroughly examining existing code, documentation, and the code graph, Cody furnishes rapid and insightful responses to codebase inquiries.
Key characteristics:
- Search and analyze the codebase using natural language prompts
- Precise code navigation
- Language translation for code
- Comprehensive code analysis and debugging aid
Is it free? Yes, most features are accessible at no cost with a generous usage limit.
For engineers managing expansive codebases, Cody emerges as an excellent choice. It empowers developers to comprehend their code, compose better code more swiftly, and ultimately allocate more time to actual coding.
3. Tabnine: Proven Code Assistant
Tabnine is a dependable, security-focused AI code assistant that is simpler to gain approval for. Now constructed on GPT-3.5 and having progressed over five years, Tabnine is transparent, compliant, and provides a wealth of valuable features to expedite code writing for developers.
Due to its extended presence, they have established robust, trustworthy security and compliance credentials that will reassure managers. While not the most potent AI coding assistant on this list, the trade-off for obtaining authorization to use it might be worthwhile.
Key characteristics:
- Reliable and secure coding support
- Comprehensive training data openness
- Local out-of-the-box operation
Is it free? Yes, but extremely limited – only brief code completions are available. Entire-line and function completions are accessible for $12/month/user at the time of writing.
Tabnine is ideal for developers working on teams prioritizing security and dependability over the latest technological innovations. Similar to its rivals, it integrates seamlessly with popular integrated development environments.
4. Mutable AI: Potent Code Accelerator
Mutable AI accelerates software development through AI. Aiming to eradicate the need for repetitive boilerplate code and unnecessary searches, Mutable ensures quicker and superior code delivery operating on proprietary AI.
It is the newest code assistant on this list but possibly one of the most technologically advanced and efficient, boasting a rapid development pace even in comparison to competitors.
Key characteristics:
- Codebase chat and semantic search
- Multi-file AI modifications
- Repository intelligence for bug tracking and more
Is it free? Yes, at present you receive a generous allotment of codebase chat and search queries, as well as file edit calls to test it. Additional features unlock at $25/month/user and $50/month/user.
Mutable stands out for its exceptional code completion abilities, particularly across multiple files.
5. Codium AI: Test Creation Assistant
Codium guarantees your code functions as intended. By proposing tests during coding, Codium aids in averting bothersome errors and bugs. As you code, the AI suggests intelligent test ideas and can compose them for you. Additionally, it can demonstrate how your code alterations impact the broader system.
Key characteristics:
- Intelligent test suggestions – simply commit
- Insight into code behavior
- Recommendations based on code, docstrings, and comments
Is it free? Yes, you can experiment with all primary features without charge, but adding tests to existing test suites, accessing enhanced security, and a few other features necessitate a $19/month/user fee at present.
Codium assists in shipping with greater confidence, without the burden of painstakingly writing tests.
6. Mintlify Writer: Automatic Code Documentarian
Mintlify Writer composes your documentation for you. It eliminates the agony of one of the most painful and irritating aspects of engineering – writing documentation. It automates the creation of context-aware documentation, allowing for increased focus on enjoyable tasks.
Key characteristics:
- Single-click comprehensive documentation
- Support for various programming languages
- Context-aware description generation
Is it free? Yes.
Welcome to a realm where documentation writes itself.
7. Grit.io: Streamlined Code Modernization
Grit.io automates technical debt mitigation (reduction). Currently in beta, Grit excels at managing tasks like code modernization initiatives and dependency updates. With Grit, daunting undertakings become clear-cut actions.
Key characteristics:
- Automated technical debt management
- Code migrations and upgrades
Is it free? Yes, presently Grit.io is in beta and is free for teams with up to 20 developers.
Thanks to Grit, dedicating sprints solely to migrations becomes a relic of the past. Grit is ideal for teams grappling with legacy systems or frequent code migrations. It significantly simplifies the process of staying current with technological advancements without disrupting ongoing projects.
8. WhatTheDiff: Code Review Streamliner
WhatTheDiff offers automated code review recommendations. By supplying automated suggestions and summaries, WhatTheDiff simplifies the complex process of code reviews, especially for extensive codebases or frequent pull requests. Additionally, it generates descriptions for your pull requests.
Key characteristics:
- Instant code refactoring proposals
- Pull request simplification
- Comprehensive reporting and notifications
Is it free? Yes, a quota of tokens equivalent to approximately 10 PRs is available without a credit card. Or upgrade for $19/month for roughly 40 PRs at present.
If operating within a high-velocity development team where frequent pull requests are commonplace, WhatTheDiff significantly accelerates and eases the code review process.
9. Bugasura: Optimized Bug Management
Bugasura streamlines bug reporting and resolution. By consolidating all bugs in a single location and utilizing AI to connect similar bugs, it ensures reduced time spent on bug detection and duplicate reports.
Key characteristics:
- AI-powered identification of comparable bug reports
- Collaborative features like tracker links
- Contextual bug reporting extensions
Is it free? Yes, all features are accessible for up to five users. For larger teams, the cost is $5/month/user.
Bugasura is a boon for engineers handling a flood of bug reports, especially when using diverse platforms for bug management.
Summing up
Choosing the right AI development tools is key to optimizing working processes and staying ahead of the competition. So, it is essential to consider all the characteristics and choose the most suitable option for you!
