AI delivery workflow
Codex, Claude Code, specs, AGENTS.md rules, review loops, and handoff habits that make AI work inside real projects.
praya.io / AI delivery systems
AI-assisted delivery systems for small agencies.
I help owner-led software and web agencies turn Codex, Claude Code, GitHub, and automation into a repeatable delivery process.
Services
What I set up
Review automation
Pull request checks, code review prompts, test gates, and issue-to-implementation flows for lean agency teams.
Client ops automation
Proposal drafts, intake summaries, project updates, support triage, and delivery reporting connected to existing tools.
Internal tools
Small dashboards, workflow panels, and admin surfaces for teams that need software, not another SaaS subscription.
Process
Practical install, not AI theater
Audit
Review one repo, current delivery flow, client handoff, and where AI is already helping or creating risk.
Design
Define the operating system: repo rules, prompts, checks, handoffs, and measurable delivery outcomes.
Install
Set up the workflow in code, docs, templates, automations, and team-ready examples.
Operate
Tune the system against real tickets, reviews, client requests, and production delivery pressure.
Engagements
Start small. Keep what works.
Workflow Audit
$300-500
A focused review of one delivery workflow with a concrete adoption plan.
- Repo/process review
- AI opportunity map
- Priority setup checklist
Delivery System Setup
$1k-2.5k
A practical setup for agencies ready to use AI in production delivery.
- Codex/Claude workflow
- Repo rules and prompts
- Review and test gates
Operator Retainer
$750-2k/mo
Ongoing implementation help for agencies shipping client work every week.
- Workflow tuning
- Automation builds
- Delivery support
Example builds
Demo systems that make the offer tangible
Agency repo operating system
A template with repo guidance, prompt packs, review gates, implementation plans, and delivery checklists.
AI-assisted client intake
A workflow that turns client notes into scoped tasks, risks, estimates, and first implementation plans.
Delivery visibility dashboard
A compact internal panel for project state, blockers, review queue, and weekly client-ready summaries.
Fit
Good fit / bad fit
Is this only for engineering teams?
No. It works best for technical founders, small dev shops, and web agencies that already ship client projects.
Can this be white-label?
Yes. I can work behind the agency brand or directly with the delivery team, depending on the client relationship.
Do you write production code too?
Yes. The point is not advice-only consulting. I can implement the workflows, automations, and internal tools.
Next step
Bring one messy delivery workflow.
I will map the risk, show the automation path, and propose the smallest useful install.