app.liddr.ai/forge — 3 initiatives in flight MOD.02 // FORGE
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MOD.02 // FORGE

Forge anything.

From a plain-English idea to a finished, tested code change — with your architecture, your standards, and a human approval gate at every stage. Outcomes, not keystrokes.
START AN INITIATIVE SEE THE GATES
initiative INIT-114 / rate-limit revamp
[✓] REQUIREMENTS 12 stories generated from PRD + prior RFCs APPROVED
[✓] ARCHITECTURE design doc grounded in ADR-31, ADR-44 APPROVED
[✓] CODE 3 repos, 14 files, style-guide enforced APPROVED
[✓] QA 212 tests · 4 new integration suites PASSED
[●] REVIEW awaiting @tara — security checklist 8/9 IN GATE
[ ] RELEASE staged rollout plan attached QUEUED
4/6 GATES PASSED FULL AUDIT TRAIL
PIPE // THE LIFECYCLE
Idea in. Finished, tested code out. Human gates in between.
S.01
Idea
A plain-English request, scoped against prior art in the graph.
⛨ HUMAN GATE
S.02
Requirements
Stories generated with business rules and edge cases attached.
⛨ HUMAN GATE
S.03
Architecture
Designs grounded in your architecture decisions, standards, and security posture.
⛨ HUMAN GATE
S.04
Code
Changes across all your codebases, following your conventions and reviews.
⛨ HUMAN GATE
S.05
QA
Tests written and run; failures traced back to requirements.
⛨ HUMAN GATE
S.06
Release
Finished code changes, docs updated, decisions recorded into memory.
⛨ HUMAN GATE
Not a copilot. An SDLC runtime.
FN.01
Governance is structural
A human-approved gate at every stage, forced citations, and a traceable artifact for each step — the audit trail enterprises require, built in.
FN.02
Grounded in your graph
It has read how you build. Every output cites real prior work: the tickets, code changes, and architecture decisions that shaped your systems.
FN.03
Ships tested code changes
A ticket becomes a tested, reviewed, merged code change — across all your codebases. Not autocomplete bolted onto an editor.
Ship outcomes, not keystrokes.
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