--- title: "Barclays moved 23,000 developers onto GitLab's AI tools in one year" description: "GitLab's agent usage is compounding and its first consumption dollars are on the tape, yet 25 analysts cut next-quarter estimates in a month without one raise. The next print must convert agent queries into revenue at the pace a 44.9-times-forward multiple demands." publisher: "The Inference" section: "Platforms" published: 2026-11-13T17:18:51.282Z modified: 2026-11-13T17:18:51.282Z canonical: https://theinference.org/article/barclays-moved-23-000-developers-onto-gitlab-s-ai-tools-in-one-year language: en keywords: "GitLab, AI Agents, Developer Tools, Barclays, Software" --- # Barclays moved 23,000 developers onto GitLab's AI tools in one year > GitLab's agent usage is compounding and its first consumption dollars are on the tape, yet 25 analysts cut next-quarter estimates in a month without one raise. The next print must convert agent queries into revenue at the pace a 44.9-times-forward multiple demands. [Barclays](https://theinference.org/markets/companies/barclays) gave agentic AI its bank-scale proof, and [GitLab](https://theinference.org/markets/companies/gitlab)'s stock is trading as if that proof will never reach the income statement. The bank put 6,000 developers on GitLab Duo in late 2024 [1]. A year later, 23,000 of them use it [1]. GitLab, meanwhile, disclosed that active users of agentic development on its platform grew 200% year over year in its latest quarter [2]. Over the past month, twenty-five analysts cut GitLab's next-quarter estimates, and not one raised [3]. The usage is real and compounding. The unbroken hop is billing agents, not seats. ## Orbit turns missing context into a priced product Coding agents fail on partial context: they guess, retry, and burn tokens on every wrong turn. GitLab's answer is Orbit, a context graph connecting code, merge requests, pipelines and vulnerabilities, which [went generally available on October 29](https://www.morningstar.com/news/business-wire/20261029449932/gitlab-orbit-now-generally-available-makes-ai-agents-more-accurate-and-less-expensive-to-run) [4]. In GitLab's own testing, agents completed tasks with up to 45 times fewer hallucinations [4]. More than 3,500 organizations had already run agent queries through it before launch [4]. It is sold in shared query packs, [GitLab's first per-use pricing](https://theinference.org/article/gitlab-charges-rival-ai-agents-0-03-a-query-for-context-they-cannot-get-elsewhere), and it works with outside agents such as Claude Code and Cursor [4]. *Chart: **GitLab's agent usage is compounding faster than its revenue** Bar chart comparing year-over-year growth: agentic development users 200 percent, secure repositories 100, user namespaces 80, CI/CD pipelines 40, revenue 21.3.* *Year-over-year growth in GitLab's latest reported period: usage metrics from the November 5 disclosures (three-month period); revenue from Q2 fiscal 2027, the quarter ended July 31, 2026. Sources: [2] and [6]. [2][6]* ## Barclays shows why regulated buyers sign A bank letting agents near production code is the hardest trust test in software, and Barclays passed it inside a year. Chris Hutchison, the bank's enterprise toolchain director, says Duo removes routine tasks so developers can focus on architecture, and that GitLab [contractually keeps no bank code and trains no models on it](https://www.itvoice.in/multinational-banking-giant-barclays-supercharges-innovation-with-gitlab) [1]. The controls GitLab shipped on November 5, from credential management to audit trails, govern human and agent changes alike [2]. Hutchison's next ask is agents that monitor projects and fix vulnerabilities on their own [1]. ## The tape is pricing the guide, not the usage Revenue growth has cooled for nine straight quarters, and third-quarter guidance implies growth in the mid-teens [6][5]. That arithmetic, not any product failure, is what [twenty-five desks marked down](https://wallstreettoday.com/article-gtlb-twenty-five-analysts-covering-gitlab-just-moved-the-same-way.html) [3]. The stock still trades at 44.9 times forward earnings, a multiple that needs growth to reaccelerate [3]. Insiders sold another $109.7 million over 90 days [7], [continuing the selling we tracked in October](https://theinference.org/article/gitlab-shipped-a-spending-meter-for-its-ai-agents-and-the-founder-s-trust-sold-101m), though Pictet added 543,451 shares last quarter [8]. *Chart: **GitLab's revenue growth cooled from 33% to 21% in nine quarters** Line chart of GitLab's year-over-year revenue growth over ten quarters, declining from 33.3 percent to 21.3 percent.* *Year-over-year revenue growth by fiscal quarter, from GitLab's SEC filings, labeled by calendar quarter. Source: [6]. [6]* ## The AI dollar exists now, and it is small GitLab began answering the billing question at its September print. Customers committed more than $20 million to [Flex, its new annual commitment steerable between seats and usage credits](https://www.theglobeandmail.com/investing/markets/stocks/GTLB/pressreleases/4403756/gtlb-q2-earnings-call-puts-flex-ai-and-sales-momentum-in-focus/), within six weeks [5]. Platform-wide paid consumption crossed $40 million in the quarter [5]. Management's fiscal year-end target is $100 million [5]. Against full-year revenue guidance near $1.13 billion [5], consumption is still a rounding error. ## The next print decides the trade The chain from context graph to governed bank agents is observable today. Only the last hop, usage compounding into consumption dollars, is projection, and GitLab is the builder doing that work. The next print, due in the coming weeks, must show consumption tracking toward $100 million. If it does, the twenty-five cuts mispriced the pace, not the platform, and the builder who turns agent queries into a billable dollar earns the multiple. ## Takeaway GitLab's agent usage is compounding roughly ten times faster than its revenue, and the next quarterly print has to turn queries into consumption dollars toward a $100 million target. ## Sources 1. [IT Voice Media, Barclays Boosts Digital Innovation and AI Development with GitLab, 13 November 2026](https://www.itvoice.in/multinational-banking-giant-barclays-supercharges-innovation-with-gitlab) 2. [Ad Hoc News, GitLab stock advances as AI governance controls broaden platform, 12 November 2026](https://www.ad-hoc-news.de/boerse/news/nebenwerte/gitlab-stock-advances-as-ai-governance-controls-broaden-platform/70494674) 3. [Wall Street Today, Twenty-five analysts covering GitLab just moved the same way, 11 November 2026](https://wallstreettoday.com/article-gtlb-twenty-five-analysts-covering-gitlab-just-moved-the-same-way.html) 4. [Business Wire via Morningstar, GitLab Orbit, Now Generally Available, Makes AI Agents More Accurate and Less Expensive to Run, 29 October 2026](https://www.morningstar.com/news/business-wire/20261029449932/gitlab-orbit-now-generally-available-makes-ai-agents-more-accurate-and-less-expensive-to-run) 5. [Zacks Investment Research via The Globe and Mail, GTLB Q2 Earnings Call Puts Flex, AI and Sales Momentum in Focus, 2 September 2026](https://www.theglobeandmail.com/investing/markets/stocks/GTLB/pressreleases/4403756/gtlb-q2-earnings-call-puts-flex-ai-and-sales-momentum-in-focus/) 6. [GitLab, quarterly figures from its SEC filings, retrieved 13 November 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001653482) 7. [MarketBeat, GitLab (NASDAQ:GTLB) Stock Price Expected to Rise, Mizuho Analyst Says, 12 November 2026](https://www.marketbeat.com/instant-alerts/analyst-gitlab-nasdaq-gtlb-stock-price-expected-to-rise-mizuho-analyst-says-2026-11-12/) 8. [MarketBeat, 543,451 GitLab Inc. Shares Acquired by Pictet Asset Management Holding SA, 10 November 2026](https://www.marketbeat.com/instant-alerts/filing-543451-gitlab-inc-gtlb-shares-acquired-by-pictet-asset-management-holding-sa-2026-11-10/) --- Barclays moved 23,000 developers onto GitLab's AI tools in one year — The Inference. Canonical: https://theinference.org/article/barclays-moved-23-000-developers-onto-gitlab-s-ai-tools-in-one-year