The honest scorecard · Updated 2026-08

GitHub has had 16 years.
Here is where we are ahead, level, and behind.

Ahead: server-rendered speed, honest status, AI you can switch off, post-merge verification. Level: git, PRs, issues, packages, pages. Behind: CI ecosystem and scale, security feeds, enterprise certifications. Stated plainly — a preview, not a launched product.

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25+AI-native features, each optional
<1sserver TTFB on repo, PR and diff pages
$24vs $99 vendor bundle
0per-seat AI fees
Feature comparison · 30+ rows · 6 sections

What you actually get.

Every row cross-referenced against the public parity scorecard. When GitHub legitimately wins on a row, we say so — honesty makes the wins land harder.

Capability
GitHub
Gluecron
AI-native
AI code review on every PR
via Copilot subscription ($10/u)
AI review fires the moment PR opens (~8 seconds)
AI auto-merge when checks pass
Not available
Auto-merge triggers the instant gates pass — no click needed
AI explain-this-codebase
via Copilot Chat
Cached per commit — answers in under 2 seconds
AI changelog per commit range
Not available
Generated on demand — ready before you tab back
AI incident responder
Not available
Issue opened within seconds of deploy failure
AI dependency updater
via Dependabot ($25/mo)
Claude-reasoned bumps — PR open in under 60 seconds
AI security scan on every push
via CodeQL (enterprise)
Sonnet 4 + 15 patterns — result before push completes
AI Sleep Mode (async batch digest)
Not available
Real-time by default; batch it for async users if you prefer
AI commit messages
via Copilot CLI (separate)
Native git hook — message ready at commit time
Label-an-issue → AI builds it
Copilot coding agent (paid seat)
ai:build label → draft PR in 90 seconds
Agent era
Per-agent identity (agt_… tokens)
PATs only — per-user, not per-agent
/settings/agents
Scoped leases + concurrency guards
Not available
Lease API + multiplayer
Agent multiplayer on the same repo
Not available
Cursors, leases, presence
MCP server with write tools
Official github-mcp-server
Native /mcp — 60 tools, OAuth + DCR
Comment moderation (block fake contributors)
Manual report → wait
Auto-block on confidence
Voice-to-PR
Not available
/voice — talk → diff
Semantic index over your code
via Copilot retrieval
Built-in embeddings
Velocity
Spec → PR pipeline
Copilot Workspace (closed beta)
GA — /specs
Multi-repo refactor (one brief → N PRs)
Not available
/refactors
Auto-healing CI
Not available
AI CI healer per failed run
Live co-editing on PRs (Figma-style)
Not available
Presence + cursor ribbons
Real-time logs over SSE
Polling only
Streaming everywhere
Self-host
Self-hostable
GHES — 50GB blob, days to install
200MB binary, 60s curl-bash
Single-tenant (your code stays yours)
Shared multi-tenant
Your DB, your disk
Workflow runner (Actions-equivalent)
Actions (paid minutes)
.gluecron/workflows (free)
No vendor lock
Microsoft-owned
Open protocols + your data
Security
Pre-receive policy enforcement
Rulesets (GHE only)
GateTest on every push
Secret scanning
via Advanced Security (paid)
regex scan at push + optional AI review
SSH key auth
Yes
Self-host: yes. Hosted gluecron.com: HTTPS + PAT today (SSH not exposed yet)
Audit log of every git op
Enterprise tier
Built-in, all tiers
DX
One-command install for Claude Desktop
Manual config
curl gluecron.com/install
Bundled Claude Code skills
None
3 skills shipped
Official CLI
gh
gluecron
Web file editor with AI assist
via Copilot only
Built-in
Migrate from GitHub (code, issues, PRs, comments)
n/a
/import — minutes for a typical repo, not seconds
shipped via add-on / paid tier not available
Six mind-blowing demos

What GitHub still can't do.

Not "soon". Not "in beta". Not "via marketplace". Just no. Each one of these is live on Gluecron right now.

Spec-to-PR autopilot

Drop a markdown spec in .gluecron/specs/. Claude reads it, opens a draft PR with the implementation, requests review — all within 90 seconds. Zero clicks between idea and diff.

See it run

Voice-to-PR (mobile)

Talk into your phone. MediaRecorder ships the audio to Claude, Claude opens a PR. Diff is live in seconds — while you're still holding the phone.

Try voice mode

Multi-repo refactor

One brief in English. N PRs across N repos. "Rename trackEvent to logEvent everywhere" → eight PRs queued, eight reviewers tagged.

Open the console

Live co-editing on PRs

Figma-style cursors on the diff. See your teammate's selection in real-time. Resolve threads together without the merge-conflict dance.

Watch the demo

Agent multiplayer

Per-agent identity with agt_… tokens. Scoped leases prevent two agents from clobbering each other. The first git host built for AI teammates.

Issue agent tokens

Comment moderation that works

Confidence-scored heuristics hold every new commenter for review before their first comment lands; maintainers approve or block from a queue. No AI required.

See the shield
Price math

Six vendors. Or one.

To match Gluecron Pro feature-for-feature, you'd be running six separate subscriptions. Here's the receipt.

The vendor bundle
  • GitHub Teamgit hosting$4
  • Copilot BusinessAI suggestions$19
  • Vercel Prodeploys$20
  • Sentry Teamerror tracking$26
  • Linear Standardissue tracking$10
  • Dependabot+Snykdeps + security$25
Total per user / month$104
Gluecron Pro
  • Git hostingsmart-http + ssh
  • AI everythingreview · spec · voice
  • Deployspush to ship
  • Issues + PRswith AI agents
  • Security scanningon every push
  • Dependency reasoningClaude-driven
Total per user / month$24
Save $80/user/mo — or $960/yr for a 10-person team.
The agent era

Built for AI teammates — not just AI users.

GitHub gives one PAT per human. Gluecron issues per-agent tokens with scoped leases, so a swarm of agents can work the same repo without stepping on each other.

agent-session.sh
# 1. Issue a per-agent token (NOT a per-user PAT)
$ gluecron agents create --name claude-nightly --scope repo:write
agt_2k9Lpqr...4xZ

# 2. Lease a file before editing — no two agents touch it twice
$ gluecron lease acquire src/api.ts --ttl 5m
lease_a1b2... acquired (expires 18:42 UTC)

# 3. Push as the agent — appears as its own author in history
$ git -c user.name="claude-nightly" push gluecron main
remote: ✓ lease released  ✓ gates green  ✓ deploy queued

# 4. Watch the swarm work in real time
$ gluecron agents tail
[claude-nightly]  +47 / -12  src/api.ts        merged #421
[claude-deps]     bumped 6 deps                merged #422
[claude-issues]   built issue #88 → PR         opened  #423
Who runs on it

Gluecron hosts itself — and its own products.

Claude-native by design
MCP-native, Claude review on every PR, and a skill bundle that ships with Claude Code. Built on the public Anthropic API — no partnership implied.
Gluecron.com
This platform is hosted, reviewed, and deployed from a repo on itself.
Vapron
Production deploy automation. Every push lands here first.
Your team here
Early access is open
Self-host · 60 seconds vs 5 days

50 GB blob. Or 200 MB binary.

GitHub Enterprise Server is a virtual-appliance image that takes professional services to install. Gluecron self-host is one curl.

GitHub Enterprise Server
~50 GB
  • OVA / Hyper-V image, not a binary
  • Days to install, often professional services
  • VMware or Hyper-V required
  • Per-seat licensing
Gluecron self-host
~200 MB
  • Single static binary (bun --compile)
  • 60-second curl-bash, no PS required
  • Runs on any linux / darwin host
  • BYO-license — your DB, your disk
curl -fsSL https://gluecron.com/install-server | bash
Operations playbook
But what about…

The honest objections.

What about GitHub's huge Actions ecosystem?

Fair point — GitHub's Actions marketplace is years ahead. Gluecron's workflow runner uses the same yaml shape and runs on your server, so most workflows port directly. For the long-tail of third-party actions, you're on your own for now; that's the honest trade.

What if Claude is wrong about a review?

Claude's PR review posts inline comments — you're free to ignore them. Auto-merge is opt-in per branch protection rule and re-uses every gate your manual merge already enforces. If Claude blocks a good PR, override is one click; if Claude approves a bad one, your required checks still have to pass.

Can I migrate without downtime?

Yes. `/import` clones a single repo via PAT; `/import-bulk` mirrors an entire org in one pass. You can keep pushing to GitHub during the cutover and flip the default remote when you're ready. A migration verifier checks object counts and branch parity post-clone.

Why should I trust a one-weekend platform with production?

Because it's open, single-tenant, and self-hostable. Your code lives on your disk in your database. If we vanish tomorrow, your git history is already on your machine — and the gluecron binary will keep working without our servers. That's not a promise GitHub can make.

The killer move

Claude ships code while you watch — or while you sleep.

GitHub: not possible. Gluecron: built-in. Auto-merges fire the instant gates go green, ai:build issues become PRs in 90 seconds, and failing gates get patched in real time. Toggle Sleep Mode if you'd rather batch it and catch up async — but the speed is always there.

See how Sleep Mode works →

Stop renting your repos. Start owning your stack.

One weekend. Twenty-five-plus capabilities. Nineteen dollars. The honest scorecard makes the choice obvious.

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