Jellyfish, a software engineering intelligence platform, has analysed over 100 million pull requests from more than 275,000 engineers, alongside 90 million prompts and 150 trillion tokens. The company helps organisations measure the return on investment from AI coding tools and engineering spend. The platform's recent data shows open-weight model usage doubled over six weeks, with adoption concentrated amongst AI-mature companies. Jellyfish has achieved AWS Generative AI Competency and appointed Julie Neumann as chief marketing officer. Neumann previously served as CMO at Honeycomb and has experience across AI and developer tools. Companies including Box and LastPass use Jellyfish to monitor and optimise AI usage in their engineering operations. The platform runs entirely on AWS and is available through AWS Marketplace.

Jellyfish partners with Kiro to measure AI engineering impact. Billy Robins Jun 04, 2026 AI-assisted software development is rapidly reshaping how engineering teams build, ship, and scale software. But as organizations accelerate adoption, many engineering leaders are still asking the same question: How do Jellyfish measure the real impact of AI on engineering performance? That's why Jellyfish is excited to announce its partnership with Kiro, an agentic development environment designed to help teams move faster and deliver high-quality software more efficiently. Together, Jellyfish and Kiro give engineering organizations the visibility they need to understand how AI-assisted development is influencing productivity, delivery velocity, and overall engineering effectiveness. Kiro customers want to understand the impact of AI in their development process. Jellyfish brings the core engineering insights that, combined with the Kiro usage analytics, enable its customers to quickly get to insight. - Joe Cudby, Principal Product Manager, Agentic AI Kiro supports developers across the software development lifecycle, helping teams streamline workflows, accelerate development cycles, and improve the developer experience. Through a deep integration with Jellyfish AI Impact, organizations can now connect AI adoption directly to measurable engineering and business outcomes. Moving beyond AI experimentation. Engineering teams are investing heavily in AI tooling, but adoption alone doesn't guarantee results. Leaders need to understand where AI is driving meaningful improvements - and where there's opportunity to optimize further. By combining Kiro's AI-powered development capabilities with Jellyfish's engineering intelligence platform, organizations can move beyond anecdotal feedback and gain a clearer picture of how AI impacts software delivery across teams. With Jellyfish and Kiro, engineering leaders can: * Understand AI adoption across the organization: Jellyfish provides near real-time visibility into how teams are using AI, helping leaders track adoption trends, usage patterns, and engagement over time. * Connect AI usage to engineering outcomes: Organizations can measure how Kiro influences key engineering metrics, including delivery speed, cycle time, code quality, and developer productivity. * Scale successful AI practices across teams: Jellyfish helps identify where AI-assisted workflows are driving the strongest results, enabling organizations to replicate effective behaviors and accelerate AI maturity across engineering. Building the future of ai-integrated engineering. As AI becomes embedded in modern software development, engineering leaders need more than isolated productivity gains - they need a system of intelligence that helps them evaluate, optimize, and scale AI-driven engineering practices over time. Together, Kiro and Jellyfish provide the visibility and insights organizations need to confidently lead in the next era of software engineering. To learn more about Kiro and Jellyfish AI Impact, or to see the integration in action, request a demo today. You can also explore Jellyfish's growing ecosystem of AI integration partners here. Billy Robins is Head of Partnerships at Jellyfish.

16 quarters at the top: Jellyfish continues to lead G2's Software Development Analytics Tools grid. Adlana Estephanian May 26, 2026 Jellyfish has once again been recognized as a Leader in G2's Summer 2026 Software Development Analytics Tools grid, marking its 16th consecutive quarter at the top. Beyond this incredible streak, Jellyfish is once again a Top 50 Development Product for 2026. While industry awards are a fantastic validation of its work, this sustained leadership position is really a story about its customers. It reflects their trust in Jellyfish to provide the visibility and actionable insights needed to align engineering efforts with overarching business goals, especially as AI rapidly reshapes the modern software development landscape. The numbers speak for themselves. Its priority is delivering measurable impact for engineering teams, and customer feedback is its ultimate barometer for success. Based on recent G2 reviews, the Jellyfish community is seeing real value: * 98% gave Jellyfish a 4- or 5-star rating * 98% believe Jellyfish is moving in the right direction * 93% said they would recommend Jellyfish * 93% are satisfied with Jellyfish support Hear directly from engineering leaders. Seeing its platform simplify workflows and drive confident decision-making is what motivates its team every single day. Here is a look at how its users are experiencing Jellyfish in the real world: Jellyfish continues to engage with customers even after onboarding and consistently makes improvements to the application without causing any friction. Over the time Jellyfish has been using Jellyfish, they've added multiple features I find useful and are proactive in gathering feedback to drive these improvements. It automates tasks that were previously manual, like pulling together actionable metrics and dashboarding for AI usage, simplifying my workflow. The incorporation of an AI chat feature and custom query mechanism helps me overcome dashboarding limitations and easily get the metrics I need. I also use Jellyfish to identify engineering bottlenecks, measure productivity, track DORA metrics, and automate data collection from GitHub, Jira, and AI tools, replacing its hard-to-maintain custom solution. - Daniel Crowley Rolling out AI tooling without measurement is just hope. Jellyfish gave Jellyfish the data to see what was actually working, where adoption was real, and how it translated into output across the org. On top of that, its accounting team relies on it to track and capitalize software development projects. It's hard to imagine running engineering at its scale without it. - Jim Turpin The DevFinOps capabilities and DORA metrics have changed the way Jellyfish operate as an engineering organization. Jellyfish solves its toughest challenges from labor capitalization and AI impact to synthesizing data across Jira, GitLab, and Cursor -delivering metrics that truly transformed its operations. - David Adiutori How G2 scores are calculated. G2's rankings are highly respected because they are rooted in authentic, real-time, and unbiased peer reviews. Products are categorized using a standardized methodology, and scores are determined by a mix of public online signals and verified user review data, specifically looking at: * G2's Satisfaction algorithms * User satisfaction * Review quality * Product growth (employee, web, and social) * Year-over-year trends Join the conversation. More than 700 organizations are currently using Jellyfish to transform how they operate. If you are one of them, Jellyfish want to hear from you! Your insights shape the future of its product. Head over to its G2 page to share your experience.f About G2. G2 is the world's largest and most trusted software marketplace. More than a million people annually - including employees at all Fortune 500 companies - use G2 to make smarter software decisions based on authentic peer reviews. Thousands of software and services companies of all sizes partner with G2 to build their reputation and grow their business - including Salesforce, HubSpot, Zoom, and Adobe. To learn more about where you go for software, visit www.g2.com and follow G2 on LinkedIn. Ready to try Jellyfish for yourself? Request a demo today to see why Jellyfish has been a G2 Leader for 17 quarters in a row. Adlana Estephanian is the Senior Customer Marketing Manager at Jellyfish.