Methodology & Tooling

Platinum Workspaces

The connective tissue around the agent.

A methodology and tooling layer that sits around whichever AI coding assistant your team uses, gives it persistent local memory across sessions, and applies a governance workflow that forces every change to be tracked, discussed, and traceable.

The Problem

AI-assisted delivery without governance is a firehose. Not a system.

Most agents work in short context windows. Each session starts blank. The only artefact of work done is the code diff itself. Fine while you're exploring. Dangerous the moment you need to defend, scale, or hand over what was built.

Output. No record.

The Answer

The connective tissue around the agent.

A Platinum Workspace sits around whichever AI assistant you are already using. It carries persistent context between sessions, and applies a methodology that forces the work to be visible: issues raised, comments captured, statuses moved, decisions recorded.

The agent stops being an amnesiac code generator and starts behaving like a member of a disciplined team.

Platinum Workspace

AGENT

wraps around any AI

  • · structural code graph across every repo
  • · decisions and rationale persisted
  • · runs locally - no data leaves your machine

works on top of any AI assistant

Claude Code GitHub Copilot Codex

The Workflow

How the method actually runs.

Five gates, in order. No issue moves forward without passing the previous one.

01

RAISE

/raise-issue

Guided creation. The agent investigates the codebase, drafts the issue, sets the type.

Requests become well-defined issues. Not chat fragments.
02

TRIAGE

/triage

Classify, prioritise, assign team and owner. Analysis comment posted on the issue.

Nothing leaves backlog without an owner and a verdict.
03

REFINE

/refine-issue

Acceptance criteria, blast radius, size, sprint - written into the issue body before any code.

What 'done' means is agreed up front.
04

IMPLEMENT

/implement

Plan, write, test, evidence, commit, PR. Issue status moves with the work.

The diff stays linked to the rationale that drove it.
05

AUDIT

/audit

Completeness review on closed work. Evidence, tests, docs, decisions - checked, gaps surfaced.

'Done' can be defended after the fact.

Forward-only. No skipping gates. GitHub Issues (or Jira) is the single source of truth.

The Proof

Same team. Same product. Before and after.

An internal multi-repo solution workspace, before and after adopting the Platinum method.

ISSUES RAISED PER DAY

1.14 11.47

9× more visible work

COMMENTS PER DAY

0.54 14.25

discussion captured

ISSUE CLOSE RATE

49.4% 44.1%

essentially stable

Code volume per day fell 74% across the same period - value moved from typing to thinking.

108 working days  ·  single product  ·  single team  ·  only the methodology changed

Where It Fits

It's not for day one.

It's for the day you need to scale, defend, or rescue an initiative.

→ as the initiative matures

EXPLORATION · chaos is appropriate
PLATINUM VALUE ZONE

01

TRANSITION TO COMMITMENT

Stakeholder count grows. The team has to start defending what was built.

02

POST-LAUNCH STABILISATION

Governance and traceability matter more than raw output velocity.

03

RESTABILISATION

An AI-heavy initiative has lost visibility. Reset before scaling or handover.

Want a walkthrough?

Twenty minutes is normally enough to work out whether Platinum Workspaces fits your team and where it would land in your delivery process. If it doesn't, no harm done.