1. The Market
| GitHub revenue (2026 projected) | ~$2.8 billion |
|---|---|
| GitHub market share (company adoption) | ~87.67% |
| GitLab revenue (FY2026) | ~$946 million |
| GitHub Copilot ARR | $2B+ (20M+ users, 1.3M paid) |
| Cursor ARR | $1B+ (1M+ DAU) |
| Claude Code ARR | $2.5B |
| CI/CD market (projected 2031) | $19 billion |
| Total developers worldwide | ~30 million professional (GitHub claims 180M+ registered) |
The code forge market is a near-monopoly. GitHub controls ~88% of company adoption and is pulling away from every competitor simultaneously — through network effects, Copilot integration, and Microsoft’s distribution. The interesting question is not “can someone beat GitHub?” (they cannot) but “what does the market look like when AI writes most of the code?”
The market has four layers:
- The monopolist (GitHub)
- $2.8B revenue, 180M+ developers, 87.67% market share. Owns the developer graph. Copilot is already bigger than GitHub was when Microsoft bought it. Not attackable head-on.
- The enterprise alternative (GitLab)
- $946M revenue, publicly traded. Wins on integrated DevSecOps and CI/CD. Stock down 74% from highs. A real business but structurally second.
- Self-hosted and open-source (Gitea, Forgejo, Gogs, OneDev)
- Driven by data sovereignty regulations (EU Data Act, GDPR), compliance requirements, and ideology. Gitea/Forgejo dominate self-hosted. Growing but not monetizing well.
- AI coding tools (Copilot, Cursor, Claude Code, Windsurf)
- The real disruption. Combined ARR already exceeds $5.5B+. These tools are becoming the primary interface for code creation, turning the forge into a backend commodity. This is the existential question for the entire market.
2. GitHub: The $35B Monopoly
| Founded | 2008 (San Francisco, CA) |
|---|---|
| Founders | Tom Preston-Werner, Chris Wanstrath, PJ Hyett, Scott Chacon |
| Acquired by | Microsoft for $7.5 billion (October 2018) |
| Estimated valuation (2026) | ~$35 billion |
| Revenue | $2B ARR (2024), projected $2.8B (2026) |
| Developers | 180M+ registered (January 2026) |
| Repositories | 1 billion+ (including forks) |
| Companies | 1.95 million+ using GitHub as SCM |
| Market share | ~87.67% (company adoption, 6sense) |
Pricing
| Plan | Price | Includes |
|---|---|---|
| Free | $0 | Unlimited public/private repos, 2,000 Actions minutes/month |
| Team | $4/user/month | Protected branches, code owners, 3,000 Actions minutes |
| Enterprise | $21/user/month | SAML SSO, SCIM, audit log, 50,000 Actions minutes |
GitHub Copilot: the real story
| Users | 20M+ all-time (July 2025), 1.3M paid subscribers |
|---|---|
| Growth | 30% quarter-over-quarter |
| Revenue contribution | 40%+ of GitHub’s revenue growth |
| Fortune 100 penetration | 90% |
| Unit economics (2023) | Microsoft losing $20+/user/month at $10/month price point |
| Unit economics (2025) | Scale improvements + tiered pricing ($10–$39/user/mo) improved margins |
The key insight: Copilot is already a larger business than all of GitHub was when Microsoft bought it for $7.5B. Microsoft’s strategy is clear: GitHub is the developer graph (180M+ developers), Copilot is the monetization layer. The forge itself — Git hosting, PRs, Issues — is the loss leader that keeps developers on the platform where Copilot extracts value.
Copilot pricing
| Tier | Price | Target |
|---|---|---|
| Free | $0 | Individual developers (limited completions) |
| Pro | $10/month | Individual developers |
| Pro+ | $39/month | Power users |
| Business | $19/user/month | Teams |
| Enterprise | $39/user/month | Large organizations |
GitHub Actions: the bundling play
GitHub Actions is the default CI/CD for most GitHub users — not because it’s the best, but because it’s bundled. A February 2026 critique called it “the Internet Explorer of CI” — dominant through bundling, not quality. Starting March 1, 2026, GitHub will charge $0.002/minute for self-hosted runner usage (ending years of free self-hosted runners), while simultaneously reducing GitHub-hosted runner pricing by up to 39%.
Why you cannot compete with GitHub
- Network effects: 180M+ developers. Every open-source project. Every hiring manager checks your GitHub profile
- Microsoft distribution: VS Code, Azure, LinkedIn, Windows — all funnel developers to GitHub
- Copilot lock-in: The AI assistant is deeply integrated. Moving to another forge means losing Copilot (or using it with friction)
- Free tier generosity: Unlimited private repos, 2,000 CI/CD minutes/month, free for open source. This is a loss leader backed by Microsoft’s balance sheet
- The developer graph is the moat: Your commit history, stars, followers, and contributions are your developer identity. There is no export
3. GitLab: The Enterprise Runner-Up
| Founded | 2011 (Ukraine, later moved to San Francisco) |
|---|---|
| Founders | Dmitriy Zaporozhets, Sytse “Sid” Sijbrandij |
| Status | Public company (NASDAQ: GTLB) |
| FY2025 revenue | $759.25 million (up 31% YoY) |
| FY2026 guidance | $946–$947 million |
| Q3 FY2026 revenue | $244.4 million (up 25% YoY) |
| Registered users | ~30 million |
| Customers >$5K ARR | 10,475 (up 10% YoY) |
| Customers >$100K ARR | 1,405 (up 23% YoY) |
| Stock price (early 2026) | ~$29–$37 (down 74% from all-time high) |
| Layoffs | 7% of workforce (~130 people), February 2023 |
Pricing
| Tier | Price | Target |
|---|---|---|
| Free | $0 | Individual developers, small teams |
| Premium | $29/user/month | Teams needing CI/CD, code review, project management |
| Ultimate | $99/user/month | Enterprise security, compliance, advanced CI/CD |
What GitLab does well:
- Integrated DevSecOps: The single-platform pitch — code, CI/CD, security scanning, project management in one tool. GitLab CI is widely considered superior to GitHub Actions for complex pipelines
- Self-managed option: GitLab Community Edition is MIT-licensed and can be self-hosted for free. This is a genuine differentiator vs. GitHub
- GitLab Duo (AI): GitLab’s AI offering. Competitive but lacks Copilot’s market penetration
- Revenue growth: Still growing 25%+ YoY at nearly $1B in revenue. The enterprise upsell (customers >$100K ARR up 23%) is working
The structural problem: GitLab is a $5.5B company competing with a $35B subsidiary of a $3T company (Microsoft). GitHub can afford to give away features that GitLab charges $99/user/month for. Every time GitHub adds a feature (security scanning, project boards, AI), GitLab’s premium pricing becomes harder to justify. The stock decline (−74% from ATH) reflects this structural disadvantage.
4. Bitbucket: Managed Decline
| Owner | Atlassian |
|---|---|
| Market share | ~2.78–10% (depending on source, declining) |
| Developers | ~10 million |
| Pricing | Free (5 users), Standard $3/user/mo, Premium $6/user/mo |
| Key event | Bitbucket Server (on-premise) discontinued 2022 |
| Moat | Jira integration (65,000+ enterprise customers) |
Bitbucket is in managed decline as a standalone product. Market share dropped from ~18% (2018) to under 10%. Discontinuing Bitbucket Server in 2022 forced customers to either migrate to Bitbucket Cloud or leave entirely — many left for GitHub. Atlassian is investing in Bitbucket primarily as an Atlassian-ecosystem component (deep Jira integration), not as a GitHub competitor. Organizations already running Jira have friction switching away, which is the only thing keeping Bitbucket alive.
5. Self-Hosted Forges: Gitea, Forgejo, Gogs, OneDev, GitBucket
Gitea
| Origin | Community fork of Gogs, started 2016 |
|---|---|
| Stack | Go |
| GitHub stars | ~51,800 |
| License | MIT |
| Gitea Cloud | $9.50–$19/user/month (1-year commitment) |
| Features | Git hosting, code review, team collaboration, package registry, CI/CD (Gitea Actions, GitHub Actions-compatible) |
| Controversy | October 2022: domain/trademarks transferred to for-profit Gitea Ltd without community approval. Triggered Forgejo fork |
Gitea is the most popular self-hosted Git server by a significant margin. It includes everything you need: repositories, code review, issues, CI/CD (GitHub Actions-compatible), package registry. Runs on minimal resources. The October 2022 controversy — maintainers transferring the domain and trademarks to a for-profit company without community knowledge — damaged trust and created Forgejo, but Gitea remains widely deployed.
Forgejo
| Origin | Fork of Gitea, December 2022 (hard fork since early 2024) |
|---|---|
| Governance | Codeberg e.V. (German nonprofit). Democratic structure, quarterly contributor meetings |
| Stack | Go |
| License | MIT |
| Key differentiator | Nonprofit governance, no open-core model, federation support (ForgeFed/ActivityPub) |
| Federation status | Federated “stars” work across instances. Cross-instance issues/PRs experimental. Funded by NLnet |
Forgejo is the “community-first Gitea.” The codebases diverged in early 2024 — Forgejo is no longer rebadged Gitea but an independent project. The federation work (ActivityPub for code forges) is the most technically interesting development in the self-hosted forge space. Whether federation matters commercially is another question entirely (see Section 11).
Gogs
| GitHub stars | ~47,454 |
|---|---|
| Stack | Go |
| Status | Maintained but slow cadence. Single primary maintainer |
| Resource usage | Can run on 128MB RAM |
| Security | Zero-day actively exploited since December 2025. 700+ compromised instances found on Shodan |
Gogs is the original Go-based self-hosted Git server that spawned Gitea. It still works for users who want absolute minimalism (128MB RAM!), but the actively exploited zero-day vulnerability since December 2025 — with 700+ compromised instances found via Shodan and a slow maintainer response — makes it impossible to recommend for anything security-sensitive. Single-maintainer projects carry this risk.
OneDev
| GitHub stars | ~13,000+ |
|---|---|
| Stack | Java |
| License | MIT |
| Resources | 1 core / 2GB RAM for medium projects |
| Features | Git hosting, language-aware code search, issue tracking, kanban, Docker-first CI/CD, package registry |
| Revenue | None (passion project, no commercial entity) |
A hidden gem for small teams wanting a self-hosted all-in-one platform. Everything in a single application: Git, issues, CI/CD, kanban, packages. Recently added MCP server support for AI-driven DevOps workflows. Not widely known outside self-hosting communities. No commercial model — purely community-maintained.
GitBucket
| Stack | Scala (JVM) |
|---|---|
| Deployment | Single .war file. Runs on 512MB RAM |
| Status | Actively maintained (v4.43.0, June 2025) |
| Best for | Java/Scala shops wanting a private Git server with zero learning curve |
Niche. Single-file deployment on any JVM is its unique selling point. GitHub-like UI. No built-in CI/CD. Best for individuals or small teams in Java environments who want the simplest possible setup.
6. Indie & Ideological Forges: Sourcehut, Codeberg, Radicle
Sourcehut (sr.ht)
| Founder | Drew DeVault |
|---|---|
| Revenue (2022) | $505,307 total (incl. consulting). Platform subscriptions: ~$132K/year (~$11K/month) |
| Revenue (2021) | $105,777 from subscriptions (10,484 invoices) |
| Users (2021) | 28,262 registered, 3,209 (11.35%) paid |
| Funding | $0 (bootstrapped) |
| Pricing (Jan 2026) | $5/$10/$15/month (USD) or 4/8/12 EUR. Reduced rate $2/2 EUR |
| Status | Technically alpha. Operationally stable for years |
| Philosophy | 100% FOSS. No JS required. Email-based patches. No tracking |
Sourcehut is the DHH of code forges. Drew DeVault built exactly the forge he wanted: email-based patch workflow (like the Linux kernel), no JavaScript, no tracking, radically transparent finances. The result is a real business ($132K/year in subscriptions, growing) that serves a tiny but committed user base.
What makes Sourcehut interesting for bootstrappers:
- Proves you can build a sustainable forge business at micro-scale
- 11.35% paid conversion rate is excellent for a developer tool
- $0 in funding. $0 in debt. Profitable (with consulting income)
- Recently migrating the business to the EU — accepting Euros, charging VAT, aligning with EU data sovereignty
- Proposed price increases (December 2025) show confidence in the product
The limitation: Email-based workflow is a hard sell to anyone under 35. The target market (developers who prefer mailing lists) is small and not growing. This is a lifestyle business, not a growth story — and that’s by design.
Codeberg
| Organization | Codeberg e.V. (German nonprofit) |
|---|---|
| Users | 200,000+ registered |
| Repositories | 300,000+ |
| Paying members | 1,208 (November 2025) |
| Funding | Membership fees + donations. No VC. No ads. No tracking |
| Services | Forgejo hosting, Codeberg Pages, Weblate, Woodpecker CI + Forgejo Actions |
Codeberg is the de facto flagship Forgejo instance and the “ethical alternative” to GitHub. 200K+ users is respectable for a nonprofit with zero marketing budget. The paying member count (1,208) is the sustainability metric to watch — everything runs on membership fees and donations. Codeberg hosts the Forgejo project itself and holds Forgejo’s domains and trademarks in trust.
Radicle
| Funding | $12M (February 2021, led by NFX; Naval Ravikant among angels) |
|---|---|
| Architecture | Peer-to-peer. Git-based. Gossip protocol. CRDTs for code review/issues |
| Governance token (RAD) | ~$22.6M market cap (early 2026) |
| Governance | Radworks (community-governed organization) |
| Status | Active development. Presented at FOSDEM 2026. Niche adoption |
Radicle is the web3 approach to code forges: no central server, peer-to-peer replication, cryptographic verification, governance token. $12M in VC funding is significant for a niche developer tool. The $22.6M token market cap in early 2026 (down massively from crypto highs) tells the adoption story. Not commercially relevant for bootstrappers — the target market (crypto/sovereignty-minded developers) is too small and too ideological to monetize.
7. Dead & Dying: Phabricator, Launchpad, the vBulletin of Forges
Phabricator / Phorge
| Phabricator | Wind-down announced May 29, 2021. No longer maintained |
|---|---|
| Origin | Built by Facebook/Meta for internal use. Used by Wikimedia, KDE, FreeBSD |
| Phorge (fork) | Community fork. Stable release September 7, 2022. Actively maintained |
| Phorge users | Wikimedia Foundation continues to deploy Phorge |
Phabricator was the best all-in-one developer tool of its era: code review, task management, wikis, CI, all integrated. Phacility’s shutdown in 2021 was a loss. Phorge keeps it alive for existing users (Wikimedia is the anchor), but no one is deploying Phorge for new projects. This is legacy maintenance, not a living platform.
Launchpad (Canonical)
Still operational but purely an Ubuntu/Canonical ecosystem tool. Migrating from Bazaar to Git as of 2025. Homepage redesigned in 2024 (first since 2016). No aspirations to be a general-purpose forge. Functional but irrelevant outside Ubuntu package development and PPAs.
8. The AI Code Generation Revolution
This is the section that matters most. AI coding tools are reshaping the forge market more than any competitor, regulation, or ideology. The combined ARR of major AI coding tools already exceeds the entire traditional forge market.
| Tool | ARR | Users | Valuation | Funding |
|---|---|---|---|---|
| GitHub Copilot | $2B+ | 20M+ total, 1.3M paid | Part of GitHub/Microsoft | N/A |
| Cursor (Anysphere) | $1B+ | 1M+ DAU, 50K businesses | $29.3B | $3.8B+ total |
| Claude Code (Anthropic) | $2.5B | Not disclosed | Part of Anthropic ($380B) | N/A |
| Windsurf (ex-Codeium) | N/A | N/A | Sold to Cognition | Troubled 2025 |
The speed of this market
- Cursor: $0 → $100M ARR (January 2025) → $500M ARR (June 2025) → $1B ARR (November 2025). 9,900% YoY growth. Acquired Graphite (code review, $72M raised) for >$290M in December 2025
- Claude Code: Research preview February 2025, GA May 2025. Hit $1B ARR within 6 months — faster than ChatGPT’s early trajectory. Business subscriptions quadrupled since January 2026, climbing to $2.5B ARR
- Copilot: Slower growth but massive installed base. 90% of Fortune 100. Deeply integrated into GitHub
- By end of 2025: ~85% of developers regularly used AI tools for coding
What this means for forges
AI coding tools are becoming the primary interface for code creation. When Cursor or Claude Code writes the code, commits it, and opens the PR, the forge becomes a backend storage and collaboration layer — not the place where work happens. This has three implications:
- GitHub wins by default because Copilot is deeply integrated. Moving to another forge means losing the best-integrated AI experience
- The forge becomes commodity infrastructure — like S3 for storage. Developers care about their AI tool, not their Git host
- Code review gets automated: Cursor’s acquisition of Graphite signals that AI will handle code review too. The entire PR workflow may become AI-to-AI
The existential question for every non-GitHub forge: if AI writes the code, AI reviews the code, and AI deploys the code, what is the forge for? The answer may be: compliance, audit trail, and access control — the boring stuff that enterprises pay for.
9. Modern Git Workflow Tools
GitButler
| Founder | Scott Chacon (GitHub co-founder) |
|---|---|
| Funding | $3.7M (Broadstone Ventures, Factorial Capital, Fly Ventures) |
| Stack | Rust/Tauri/Svelte, open-source |
| Key feature | Virtual branches — manage multiple parallel workstreams without git stash/branch switching |
| Pricing | Free (enterprise features planned) |
GitButler rethinks the Git workflow with “virtual branches” — work on multiple features simultaneously without switching branches. Built by a GitHub co-founder who understands Git’s pain points intimately. Has an MCP server for AI-driven Git workflows. The question is whether this becomes an independent tool or gets absorbed into an AI coding IDE.
Graphite (acquired by Cursor)
| Funding | $72M total ($20M Series A from a16z, $52M Series B from Accel at $290M valuation, March 2025) |
|---|---|
| Acquired by | Cursor (Anysphere), December 2025, for reportedly “well over” $290M |
| Product | Stacked diffs / stacked PRs workflow for GitHub |
The Graphite acquisition is the most important signal in this market. A code review and PR workflow tool, raised $72M, valued at $290M, then acquired by an AI coding tool (Cursor) for >$290M. The message: code review is being absorbed into AI-native development environments. Standalone code review tools are a shrinking category.
Code review tools: the shrinking market
- Gerrit
- Still actively developed. Pre-commit review workflow. Used by Android/AOSP, Chromium, Eclipse. Self-hosted only. Steep learning curve. Enterprise-grade but niche
- Reviewable
- Still operational. GitHub-integrated. Overshadowed by AI-powered review tools
- AI-powered review (the new wave)
- CodeRabbit, Greptile, Qodo, Graphite Agent. Auto-review PRs using LLMs. This is the direction — traditional code review tools are being disrupted
10. CI/CD: The Adjacent Market
| Platform | Revenue | Employees | Funding | Status |
|---|---|---|---|---|
| GitHub Actions | Part of GitHub ($2.8B) | Part of GitHub | Microsoft-backed | Market leader by bundling, not quality |
| GitLab CI | Part of GitLab ($946M) | Part of GitLab | Public company | Best integrated CI/CD experience |
| CircleCI | $55.7M (Oct 2024) | 163 (from 700+) | $315M+ raised | Multiple layoff rounds. Shrinking but still operational |
| Buildkite | $17.9M (2024) | 134 | $41.3M raised | New CEO August 2025. Used by Uber, DoorDash |
| Jenkins | $0 (open source) | Volunteers | N/A | #1 by installations but declining. CloudBees pivoted away |
CI/CD market size: Projected $19 billion by 2031. The irony: this is a bigger market than forges themselves, but it’s being commoditized by bundling. GitHub Actions dominates through bundling (not quality), making standalone CI/CD companies’ lives progressively harder. CircleCI’s implosion (700+ employees to 163, multiple layoff rounds) is the cautionary tale.
Bootstrapper angle: Don’t build a general CI/CD platform. The bundling dynamics make this a losing game. Do build CI/CD for specific use cases that GitHub Actions handles poorly: mobile CI/CD, GPU-intensive ML pipelines, regulated industries requiring air-gapped runners, or industry-specific compliance (SOC 2, HIPAA, FedRAMP).
11. Forge Federation: ForgeFed & ActivityPub
| ForgeFed | ActivityPub extension for code forge federation. In development since 2019. Funded by NLnet |
|---|---|
| Primary implementer | Forgejo |
| Current status | Federated “stars” work. Cross-instance issues/PRs experimental |
| GitLab | Has begun ForgeFed work but slower progress |
| NLnet grant deadline | April 1, 2026 |
| Vision | The Mastodon model for code forges — follow users, comment on issues, get notifications across instances |
The forge federation vision is compelling: users on different instances can follow each other, open issues across servers, and get notifications about commits on remote repositories. The reality: 7 years in development and only “stars” work across instances. The protocol is complex, the engineering is hard, and the audience (developers who care about federation) is small.
Bootstrapper assessment: Federation is interesting infrastructure but has no commercial value. Developers choose forges based on features, network effects, and AI integration — not federation capability. Do not build a business plan around forge federation. The target market is too small and has near-zero willingness to pay for this specific feature.
12. Self-Hosting Trends & Data Sovereignty
The strongest secular trend driving self-hosted forge adoption is regulation, not ideology.
- EU Data Act: Effective September 2025. Extends sovereignty requirements beyond personal data to industrial/non-personal data
- EU AI Act: Fully applicable August 2, 2026. Impacts how AI-generated code is governed
- 71% of organizations cite cross-border data transfer compliance as their top regulatory challenge
- GitHub’s response: Data residency for Enterprise Cloud (EU data stays in EU, GA October 2024). Expanding to Australia, Asia, Latin America
- Enterprise repatriation: Growing trend of moving data from public cloud to on-premises/hybrid as sovereignty rules tighten
Self-hosting drivers:
- Compliance
- GDPR, HIPAA, SOC 2, FedRAMP, industry-specific regulations. Many organizations cannot legally store source code on US servers
- Supply chain security
- After SolarWinds and other supply chain attacks, enterprises are auditing where their code lives and who has access
- Cost control
- For large teams (500+ developers), GitHub Enterprise at $21/user/month ($126K/year for 500 developers) becomes expensive. Gitea on a single server is essentially free
- Vendor lock-in avoidance
- GitHub’s monopoly position makes some organizations uncomfortable. Your commit history, CI/CD workflows, and team configuration are not easily portable
Beneficiaries: Gitea, Forgejo, GitLab self-managed, OneDev. The self-hosted forge market is growing because of regulation, not because developers prefer self-hosting (they generally don’t). This is a compliance-driven market, which means the buyers are CTOs and compliance officers, not individual developers.
13. Open-Source Sustainability
How do open-source forges sustain themselves?
| Project | Model | Revenue | Sustainable? |
|---|---|---|---|
| GitLab | Open-core (CE is MIT, EE is proprietary) | $946M | Yes (public company) |
| Gitea | For-profit entity + Gitea Cloud + donations | Not disclosed | Probably (commercial revenue + donations) |
| Forgejo/Codeberg | Nonprofit + membership fees + NLnet grants | Membership/donations | Fragile (1,208 paying members) |
| Sourcehut | Bootstrapped subscriptions + consulting | ~$132K/yr platform + consulting | Tight but sustainable |
| OneDev | Passion project (no commercial model) | $0 | No (bus factor risk) |
Broader funding landscape:
- Government funding is becoming meaningful: EU Sovereign Tech Fund funds critical open-source infrastructure
- NLnet Foundation funds specific features (Forgejo federation, ForgeFed protocol)
- HeroDevs investing $20M in open-source maintainer funding
- FOSDEM 2026 featured talks on “Ecosystems, Not Projects” — shifting from one-time donations to long-term funding partnerships
- The open-core model (GitLab) is the only one that has produced a sustainable, large-scale business
14. Comparison Matrix
| Platform | Revenue | Users | Self-host? | Open source | AI features | CI/CD |
|---|---|---|---|---|---|---|
| GitHub | ~$2.8B | 180M+ | Enterprise only ($21/user/mo) | No | Copilot ($2B+ ARR) | Actions (bundled) |
| GitLab | $946M | 30M+ | Yes (CE is MIT) | Partial (open-core) | Duo | GitLab CI (best-in-class) |
| Bitbucket | Part of Atlassian | ~10M | Data Center only | No | Minimal | Pipelines |
| Gitea | Not disclosed | Most popular self-hosted | Yes | Yes (MIT) | None built-in | Gitea Actions |
| Forgejo | Donations | 200K+ (via Codeberg) | Yes | Yes (MIT) | None built-in | Forgejo Actions |
| Sourcehut | ~$132K/yr | ~28K+ | Yes | Yes (AGPL-2.0) | None | builds.sr.ht |
| Gogs | $0 | 47K GitHub stars | Yes | Yes (MIT) | None | None |
| OneDev | $0 | 13K+ GitHub stars | Yes | Yes (MIT) | MCP server | Built-in (Docker/K8s) |
| Radicle | N/A | Niche | P2P (no server) | Yes | None | None |
| Codeberg | Donations/membership | 200K+ | N/A (hosted nonprofit) | Runs Forgejo | None | Woodpecker CI + Actions |
15. The Future: When AI Writes All the Code
The code forge market is entering a phase transition. Today, developers write code and forges host it. Tomorrow, AI writes the code and the forge may be irrelevant. Here is what happens as AI coding tools mature:
Phase 1: AI assists (2023–2025) — where we are
- 85% of developers use AI tools regularly
- AI suggests completions, writes functions, generates tests
- The developer is still the author. The forge is still the workspace
- GitHub wins because Copilot integration is seamless
Phase 2: AI authors (2026–2028) — emerging now
- AI tools (Claude Code, Cursor) write entire features, open PRs, respond to review comments
- The developer becomes the reviewer, not the author
- Code review becomes AI-to-AI (Cursor acquired Graphite for this)
- The forge becomes a storage/audit layer — the AI IDE is the primary workspace
- Forge features that matter: audit trail, compliance, access control, approval workflows
- Forge features that don’t matter: code editor, syntax highlighting, UI design
Phase 3: AI deploys (2028+) — speculative
- AI writes code, reviews it, tests it, deploys it, monitors it, fixes it
- The forge becomes infrastructure plumbing — like DNS or S3
- Value migrates entirely to AI orchestration layers
- The “10x developer” becomes the “100x developer” — one person with AI agents does the work of a team
- Traditional forges compete on price, compliance, and reliability — not features
What this means for bootstrappers
Don’t build a code forge. Build for the world where AI writes the code and forges are commodity infrastructure. The opportunities are in the layers around the forge:
- AI code quality and security: 45% of AI-generated code has security flaws. Automated security scanning for AI-authored code is a growing need
- Compliance and audit: When AI writes code, who is responsible? Audit trails, approval workflows, and compliance reporting become critical
- AI agent orchestration: Managing multiple AI coding agents, routing work, resolving conflicts between agents
- Code provenance: Proving that code was human-reviewed, meeting regulatory requirements for AI-generated artifacts
- Cost management: AI coding tools are expensive ($19–$39/user/month for Copilot, $20/month for Cursor). Cost optimization and usage analytics is an emerging need
16. Bootstrapper Verdict
What works
- 1. Managed Gitea/Forgejo hosting for regulated industries
- The EU Data Act (September 2025) and similar regulations are forcing companies to self-host or use EU-based alternatives. A managed Gitea/Forgejo hosting service targeting GDPR/HIPAA/SOC 2 compliance — with EU data residency, audit logging, SSO, and backup — is a real business. GitHub charges $21/user/month for Enterprise. You can undercut significantly while offering data sovereignty guarantees. The buyers are CTOs and compliance officers, not developers.
- 2. AI code security and quality tooling
- 45% of AI-generated code has security flaws. As AI writes more code, automated security scanning and quality gates specifically designed for AI-authored code become essential. This is a growing market with real willingness to pay. Build tools that integrate with existing forges (GitHub/GitLab) as CI/CD checks, not standalone platforms.
- 3. Niche CI/CD for underserved verticals
- GitHub Actions is terrible for some use cases: mobile CI/CD, GPU-intensive ML pipelines, air-gapped environments, and industry-specific compliance. Buildkite ($17.9M revenue) proves there’s a market for CI/CD that GitHub Actions doesn’t serve well. Don’t go broad; go deep into one vertical.
- 4. Migration services (vBulletin-of-forges pattern)
- Companies migrating from Bitbucket (discontinued on-prem), GitLab (cost optimization), or legacy systems (SVN, Perforce) to GitHub or self-hosted alternatives need migration tooling and consulting. Boring but real demand.
- 5. The Sourcehut model (lifestyle business)
- Drew DeVault proves you can build a sustainable forge business at micro-scale: $132K/year in subscriptions, 11.35% paid conversion, $0 in funding. If you have a strong opinion about how code forges should work and are willing to serve a niche audience, this model works. It will not make you rich. It will give you independence.
What doesn’t work
- Building “GitHub but better”
- GitHub has 88% market share, 180M+ developers, $2.8B in revenue, and Microsoft’s backing. GitLab, with $946M in revenue and a public-company war chest, is struggling to compete. You cannot out-feature GitHub. You cannot out-price GitHub (their free tier is subsidized by Microsoft). You cannot out-network GitHub (the developer graph is non-exportable). Do not try.
- Forge federation as a product differentiator
- ForgeFed has been in development since 2019. Only “stars” work across instances. The target market (developers who care about federation) is small and has near-zero willingness to pay. Federation is interesting technology with no commercial value.
- General-purpose CI/CD
- GitHub Actions dominates through bundling. CircleCI went from 700+ employees to 163. The bundling dynamics make standalone CI/CD a losing game unless you pick a niche that GitHub Actions handles poorly.
- Standalone code review tools
- Cursor acquired Graphite for >$290M. The signal is clear: code review is being absorbed into AI-native IDEs. Don’t build the next Reviewable or Crucible.
- Web3/decentralized forges
- Radicle raised $12M and has a $22.6M token market cap. The target market is ideological, small, and unwilling to pay. Peer-to-peer code collaboration solves a problem that almost nobody has.
The opportunity matrix
| Opportunity | Difficulty | Revenue potential | Competition |
|---|---|---|---|
| Managed Gitea/Forgejo for regulated industries | Medium | $200K–$2M ARR | Low |
| AI code security tooling | High | $500K–$5M+ ARR | Growing (Snyk, Sonar, CodeRabbit) |
| Niche CI/CD (mobile, ML, air-gapped) | High | $200K–$2M ARR | Medium |
| Forge migration services/tooling | Low | $100K–$500K/yr | Low |
| Opinionated indie forge (Sourcehut model) | Medium | $100K–$300K ARR | Low (niche) |
| “GitHub but better” | Impossible | $0 | GitHub ($2.8B), GitLab ($946M) |
| Forge federation | Very high | $0 | Forgejo (nonprofit), 7 years and counting |
The bottom line
The code forge market is a near-monopoly being disrupted from above. GitHub owns the forge layer. AI coding tools (Copilot, Cursor, Claude Code) are becoming the primary interface for code creation, turning the forge into commodity infrastructure. The forge’s future role is compliance, audit, and access control — not code editing.
The best bootstrapper opportunity is not building a forge. It’s building for the world where AI writes the code: security scanning for AI-generated code, compliance tooling, managed hosting for regulated industries, and cost management for AI coding tool spend. The boring adjacent markets — not the sexy core product — are where the money is.