Tembo

Tembo introduces itself as your 'Async AI Engineer,' a sophisticated AI-powered teammate designed to integrate seamlessly into software development workflows. Its primary mission is to offload the repetitive, time-consuming, yet crucial tasks of software maintenance, allowing human developers to dedicate their expertise to innovation and building core product features. Evolving from a specialized managed Postgres service, Tembo has broadened its scope to become a comprehensive, autonomous software maintenance platform that understands and interacts with your codebase, project management tools, and monitoring systems.

As an AI agent, Tembo operates 24/7, proactively identifying issues and opportunities for improvement. It doesn't just flag problems; it actively works to solve them by generating production-ready pull requests (PRs). This shifts the paradigm from reactive firefighting to proactive, continuous improvement, significantly enhancing a team's productivity and the overall health of the software.

How to use Tembo

Getting started with Tembo is designed to be straightforward and non-disruptive to your existing processes. The workflow is as follows:

1. Connect Your Tools: Begin by integrating Tembo with your current development and operations toolchain. This includes version control systems like GitHub, GitLab, and Bitbucket; error monitoring services such as Sentry and Datadog; project management platforms like Jira and Linear; and databases like PostgreSQL and Supabase.
2. Assign or Automate Tasks: You can direct Tembo in several ways. Assign a ticket directly to Tembo in Jira or Linear, and it will interpret the requirements and start working on the code. Alternatively, configure it to automatically respond to alerts from Sentry or Datadog. When an error is detected, Tembo will immediately begin diagnosing the issue.
3. AI-Powered Analysis and Code Generation: Once a task is initiated, Tembo analyzes the relevant code, explores your entire codebase to understand context and dependencies, and then writes the necessary code to implement a fix or feature. It then submits this work as a standard pull request.
4. Review and Collaborate: The PR created by Tembo appears in your version control system, ready for review by your team, just like a PR from a human junior developer. You can leave comments, request changes, or approve the merge.
5. Learn and Iterate: Tembo is designed to learn from your feedback. It processes the comments and requested changes on its PRs, automatically updating the code with fresh commits until it meets your team's standards. This feedback loop helps it align with your specific coding practices and architectural patterns over time.

Core Features of Tembo

• Error Whisperer: Provides 24/7/365 monitoring of your production systems. It connects to Sentry and Datadog, automatically identifies errors, and transforms them into well-documented pull requests with proposed fixes, often before your team is even aware of the issue.
• Database Whiz: Specializes in database performance. It dives deep into your PostgreSQL or Supabase instances to identify and resolve issues like slow queries, missing indexes, and other performance bottlenecks, turning a sluggish database into a highly responsive one.
• Ticket Slayer: Directly integrates with project management tools like Linear, Jira, and GitHub. Assign tickets to Tembo, and it will autonomously convert them into working code, complete with pull requests, drastically reducing the time from ticket creation to deployment.
• Code Explorer: Proactively scans your entire codebase on platforms like GitHub, GitLab, and Bitbucket. It uncovers hidden technical debt, potential security vulnerabilities, and prime opportunities for refactoring, helping you maintain a healthy and secure codebase.
• Seamless Integrations: Offers a rich ecosystem of integrations with the most popular tools in software development, ensuring it fits naturally into your team's established workflows without requiring major process changes.
• Feedback-Driven Learning: A core aspect of its intelligence is its ability to learn from human feedback. By analyzing PR reviews, it continuously improves the quality and style of its code contributions to better match your team's standards.

Use Cases for Tembo

Tembo is versatile and can be applied to various scenarios to boost engineering efficiency:

• Automated Bug Fixing: A Sentry alert for a null pointer exception is triggered. Tembo automatically picks up the alert, finds the root cause in the codebase, writes a fix with proper null checks, and opens a PR for review, minimizing downtime and user impact.
• Database Performance Optimization: Your application is experiencing slowdowns. Tembo's Database Whiz analyzes query logs, identifies a frequently run query that lacks a proper index, creates a migration to add the index, and submits a PR, improving application performance.
• Accelerating Sprint Velocity: During sprint planning, smaller tasks, chores, or simple feature requests from a Linear or Jira board are assigned to Tembo. It handles these tickets in parallel, allowing human developers to focus on complex, high-priority user stories.
• Proactive Code Refactoring: The Code Explorer identifies a deprecated library being used across multiple services. Tembo can be tasked to create a series of PRs to systematically replace the old library with a modern equivalent, reducing security risks and technical debt.

Advantages of Tembo

Adopting Tembo as an AI teammate offers significant competitive advantages:

• Increased Engineering Velocity: By automating maintenance and repetitive coding tasks, Tembo can increase a team's velocity by up to 40%, as developers are freed up to focus on innovation.
• 24/7 Proactive Maintenance: Unlike human teams, Tembo works around the clock, ensuring that issues are addressed as they arise, not just during business hours.
• Improved Code Quality and Health: Through continuous monitoring and proactive refactoring, Tembo helps prevent the accumulation of technical debt and security vulnerabilities.
• Cost-Effective Scaling: Tembo provides the output of a junior developer without the overhead of hiring, onboarding, and management. The pay-as-you-go model allows you to scale engineering capacity based on demand.
• Focus on High-Value Work: It handles the 'grunt work' of software development, boosting team morale and allowing engineers to engage in more creative and strategically important projects.

Pricing and Plans

Tembo operates on a flexible and transparent pay-as-you-go pricing model based on 'Tembo Compute Credits'. This allows teams to start for free and scale their usage without upfront commitments.

• Pay-As-You-Go: You only pay for what you use. Credits are consumed when Tembo performs tasks like analyzing code and generating pull requests. The number of credits used depends on the complexity of the task.
• Credit Packs:
  • $50: 50 Credits
  • $100: 125 Credits (100 + 25 Free Credits) - Most Popular
  • $200: 250 Credits (200 + 50 Free Credits)
• Core Features Included: All plans include automated code maintenance, a real-time usage dashboard, and credits that never expire.
• Enterprise Plan: For larger organizations, a custom Enterprise plan is available. It offers volume discounts, custom integrations, and dedicated support. Interested parties can contact sales for a custom quote.