Jini, The AI+Human Engineering Team

Turn your ideas into production-ready software.
AI builds fast. Senior engineers verify.

Workflow

AI builds. Humans verify. You ship.

The Human Quality Gate is the trust layer: you get AI speed without the risk.

1
Instant execution (AI)

AI agents draft the plan and implement the feature fast, handling most of the heavy lifting.

Key: Speed comes from automation.

2
🛡️
Senior sign-off (Human)

A senior engineer reviews for security, logic, and architecture. If it's not production-grade, it doesn't ship.

Key: Trust comes from the quality gate.

3
Ready to merge (You)

You receive a clean PR with tests and evidence. Merge when you're ready—on your timeline.

Key: No long-term contracts. No lock-in.

Comparison

Stop choosing speed or quality.

Freelancers are slow and variable. Pure AI is fast but risky. Jini is AI-built, human-verified.

Feature Freelancers / agencies Pure AI tools Jini.cloud (AI + Human)
Speed Slow (ramp + coordination) Fast (drafts instantly) Fast (AI drafts + verified)
Reliability Variable (person-dependent) Unreliable (hallucination risk) High (human quality gate)
Founder workload High (management tax) High (you become QA) Low (you review a PR)
Architecture fit Hit-or-miss Often inconsistent Checked by senior engineers
Delivery artifact Commits + docs Snippets / patches PRs + tests + evidence

Result: less coordination, more shipping.

The problem

Execution breaks under management overhead.

Founders need velocity without hiring risk: backlogs grow, agencies create tax, and context resets kill momentum.

Backlogs outpace hiring

Senior engineers are scarce, ramp-up is slow, and hiring interrupts shipping.

Agencies add management tax

Meetings, handoffs, and misaligned incentives. You manage process instead of shipping.

Context resets are expensive

Every new contractor needs onboarding. Every break costs weeks of "getting up to speed."

Founders become the bottleneck

You end up being PM, reviewer, and glue—while product stalls.

Stop hiring headcount. Start provisioning capacity.

The solution

Jini is an AI engineer that ships into your repo.

Founder-first delivery: repo-native execution, human-gated quality, and flexible pacing on your timeline.

AI engineer, repo-native

Assign work like you would to an engineer. Jini turns tickets into plans, code, tests, and PRs.

Think of it as provisioning a cloud engineer, not hiring headcount.

Context that compounds

Jini keeps a durable working memory of your codebase, architecture, and prior decisions.

Over time: fewer clarifying loops, fewer regressions, and faster iteration.

Human-gated delivery
Plan approved first CI checks Senior review

You get leverage without chaos: every PR is reviewed for architecture, security, and edge cases before it lands.

Trust

The Human Quality Gate.

AI generates speed. A senior engineer verifies the work. That's how you get AI velocity with human reliability.

🛡️
Security guardrail

Humans catch unsafe patterns (secrets leakage, auth mistakes, risky dependencies) before anything ships.

🧩
Context + product logic

Humans understand nuance: edge cases, business rules, and what "done" really means for your product.

🏗️
Architecture fit

Humans ensure code matches your conventions, stays maintainable, and won't paint you into a corner.

Ship-ready PRs

You get a clean PR with tests and evidence—reviewed, verified, and ready to merge on your timeline.

Example signal
PR #402
Human-verified
🤖 Jini-Bot opened the PR
👤 Senior engineer approved
What you see
  • Plan approved
  • Tests updated
  • QA evidence attached
  • Ready to merge
Integrations

Works where you already work.

No new tools to learn. Connect your repo + ticket system and ship via PRs.

Plug & play

Jini shows up as PRs in your repo. You review, merge, or request changes like any other contributor.

GitHub GitLab Linear Jira Slack Sentry
Repo access

Branch, commit, PR, CI checks — inside your existing workflow.

Ticket sync

Pull tasks from Linear/Jira and reflect progress in the thread.

Evidence

When relevant: screenshots, traces, and verification notes.

Audit trail

Every change lives in git. You keep ownership and history.

Fit

Who this is not for.

Jini is infrastructure for execution — not a CTO replacement.

Jini.cloud is infrastructure, not a CTO replacement.
  • Teams with no technical leadership
  • Companies looking for strategic direction (we execute; you decide what to build)
  • Projects that need constant hand-holding (we're designed to be low-overhead)
  • Teams that want to outsource thinking (we amplify your decisions, not replace them)

If you need someone to tell you what to build, this won't be a fit. If you know what to build and want it shipped faster (with clean PRs), you're in the right place.

Security

Built for trust.

Your code stays private. Your IP stays yours. Delivery is human-gated.

Isolation by default

Work runs in scoped environments with least-privilege access. You control what Jini can touch.

No public training on your code

We don't use your private repos to train public models. Your IP remains yours.

Human-gated delivery

A senior engineer reviews architecture and security before you receive a PR to merge.

NDA-friendly by default

We can operate under NDA as a default engagement posture for sensitive codebases.

Questions? Email hello@jini.cloud and we'll share our current security posture and options.

Ready to build?

Turn your ideas into production-ready software.
AI builds fast. Senior engineers verify.