gjalla
gjalla builds an architecture-intelligence and observability platform for engineering teams using AI coding agents (Cursor, Claude Code, GitHub Copilot, Windsurf).
About
gjalla builds an architecture-intelligence and observability platform for engineering teams using AI coding agents (Cursor, Claude Code, GitHub Copilot, Windsurf). Deployed via a GitHub app, CLI and MCP server, it auto-generates and continuously updates architecture specs, data-model docs, compliance/audit materials and diagrams from live codebases, and attributes coding-agent token spend to business value.
Founders / core team
Comparable companies· by market
This company
BusinessLatest roundTotal raisedDate- gjalla
gjalla builds an architecture-intelligence and observability platform for engineering teams using AI coding agents (Cursor, Claude Code, GitHub Copilot, Windsurf). Deployed via a GitHub app, CLI and MCP server, it auto-generates and continuously updates architecture specs, data-model docs, compliance/audit materials and diagrams from live codebases, and attributes coding-agent token spend to business value.
—
United States
BusinessLatest roundTotal raisedDate- Prelint
Prelint, founded in 2025 and based in San Francisco, builds a decision harness for teams using AI coding agents: it aggregates tickets, docs and meeting transcripts into a knowledge graph and checks pull requests against product specs, business rules and compliance requirements before merge. The team also works from Kraków, Poland.
— - CircleCI
CircleCI (Circle Internet Services, Inc.) is a San Francisco-based CI/CD platform founded in 2011 by Paul Biggar and Allen Rohner, automating build, test and deployment for software teams. It has added AI capabilities including AI test splitting, an AI Error Summarizer, GPU resource classes for AI/ML workloads and validation tooling for AI/agent-generated commits.
Series D+ · $316M · 2021-05 · Valuation $1.7B
$316MValuation $1.7B - exe.dev
exe.dev (Bold Software, Inc., Berkeley, CA) provides sandbox VMs, persistent VPSes and the Shelley coding agent as infrastructure for developers and AI coding agents; it was co-founded by Tailscale co-founder David Crawshaw and card.io co-founder Josh Bleecher Snyder.
$35M
$35M
China
BusinessLatest roundTotal raisedDateEurope
BusinessLatest roundTotal raisedDate- Klarent
Klarent (formerly fore ai) is a Zurich-based agentic software testing company founded in 2023 by two ex-Google engineers. Its AI agents generate web and mobile tests from natural language, PRDs or Jira tickets and run them deterministically with self-healing and human review; customers include JD Sports, NZZ and Sixt.
Seed · 2026-10
— - Altan
Altan, founded in 2024 in Barcelona, Spain, uses AI agents to autonomously design, build, and operate production-ready software.
Pre-Seed · $3M · 2025-09
$3M - GitHits
GitHits, a spinout of Finnish applied-AI studio Softlandia (Delaware C-Corp, team based in Tampere, Finland), builds a version-aware index of public open-source code, packages and docs for AI coding agents (Claude Code, Cursor, Codex, Copilot) and developers, grounding agent-generated code in real implementations to reduce hallucinations.
—
Other / unspecified
BusinessLatest roundTotal raisedDate- CraftifAI
CraftifAI is a Bengaluru-based startup founded in 2025 that builds Orbit, an agentic AI platform automating embedded software development for edge, IoT and AI hardware, from firmware generation to edge AI deployment and FPGA design.
$3M
$3M - Qodo
Qodo (CodiumAI), founded in 2022 in Tel Aviv, Israel, provides AI-powered tools designed to help software developers generate, test, and review code more efficiently.
Series B · $150M · 2026-03
$150M - Hud
Hud is an Israeli developer-tools company founded in 2023 by Roee Adler (former WeWork CPO) and May Walter, with Lemonade co-founder Shai Wininger as non-executive co-founder. Its Runtime Code Sensor captures function-level production behavior without manual instrumentation and feeds runtime context to AI coding agents such as Cursor, Copilot and Claude. Customers include Monday.com, AppsFlyer, Lemonade and ZoomInfo.
$21M
$21M
Confirmed rounds only. Matched on subsector, sector, stage and funding scale — each verifiable on the company profiles.
Investors that may fit
Ranked by each firm’s deals in this sector over the last 24 months, weighted by nearby stage and shared geography. Indicative only — no rating judgment.