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Stackly Forge
Context-aware code suggestions trained on millions of open-source repositories.
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About Stackly Forge
Stackly Forge is an intelligent coding assistant that integrates directly into your development environment and accelerates every stage of the software development lifecycle. From autocomplete and code generation to automated code review and documentation, Stackly Forge handles the repetitive, time-consuming parts of programming so you can focus on architecture and product thinking.
Trained on billions of lines of open-source code across 40+ programming languages, Stackly Forge understands context at the file, project and repository level. It suggests whole functions, generates unit tests, identifies security vulnerabilities and explains complex legacy code in plain language.
Founded in Singapore, Singapore, Stackly Forge serves customers in over 62 countries and is fully compliant with ISO 27001 requirements.
The assistant plugs into VS Code, JetBrains IDEs, Neovim and the terminal, with a lightweight API for CI/CD pipeline integration. Enterprise customers benefit from on-premise deployment options, SSO, audit logs and a private fine-tuning pipeline trained on their own codebase.
Teams using Stackly Forge report a 35–55 % reduction in time-to-merge for new features and a significant drop in post-release bugs caught in QA.
Key Features
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Multi-language : Python, JS, TS, Go, Rust, Java and 35 more
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Security scan : Detect OWASP top-10 vulnerabilities
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Explain code : Plain-English explanations for any snippet
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Inline autocomplete : Multi-line suggestions as you type
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Codebase search : Semantic search across your entire repo
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Generate tests : Unit and integration tests on demand
Pros
- ✓Accurate unit test generation
- ✓Significant reduction in repetitive boilerplate
- ✓Supports 40+ programming languages
- ✓Deep context understanding across entire codebase
Cons
- ✗Not ideal for highly proprietary internal APIs without fine-tuning
- ✗Suggestions can be overly verbose for simple tasks
Who is using Stackly Forge?
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Frontend and backend developers, engineering managers, DevOps teams, open-source maintainers and coding bootcamp students.
Use Cases
- →Automating repetitive refactoring tasks
- →Accelerating feature development with code generation
- →Writing and running unit tests automatically
- →Performing code reviews on pull requests
What Makes Stackly Forge Unique?
Stackly Forge's repo-level context window means it understands your architecture, naming conventions and dependencies — not just the open file — producing suggestions that fit seamlessly into your existing code.
How We Rated It
We evaluated Stackly Forge across six dimensions: accuracy, ease of use, functionality, performance, support and value for money. The tool was tested by a panel of five professionals in the Coding Assistants space over a two-week period using real-world tasks. Scores reflect hands-on usage, not vendor claims.
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Accuracy and Reliability 4.0/5
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Ease of Use 4.4/5
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Functionality and Features 4.9/5
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Performance and Speed 4.0/5
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Customer Support 4.4/5
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Value for Money 4.8/5