Workflows without the turbulence.
The team AI. Not just another code autocomplete tool.
Laminar Flow deploys a coordinated crew of AI agents—BA, Doc, Preview, Dev, QA, and Security—to turn natural conversations into verified, secure production software.
Translating stakeholder speech into structured work
Story LF-402 · Real-time Status Filter
GeneratedAs a logistics dispatcher, I want to filter live vehicle routes by delay status so that critical exceptions are surfaced within 200ms.
Meet the crew. Your autonomous software delivery team.
Laminar Flow isn't just another code-autocomplete extension. It's a coordinated squad of specialised AI agents that manage the full delivery lifecycle together.
Laminar BA Agent
“Natural speech into production-ready Jira tickets”
The BA Agent joins stakeholder discussions, extracts business requirements, queries the Project Brain, surfaces open questions early, and drafts epics, user stories, and acceptance criteria.
- Conversational requirements capture (plain English)
- Proactive open question & edge-case detection
- Auto-generates structured Stories, Tasks & Acceptance Criteria
- Seamless Jira & issue tracker integration
Laminar Doc Agent
“Single source of truth that never falls out of date”
The Doc Agent ingests codebase ASTs, architecture decisions, and requirements docs. It maintains living SDDs, generates Mermaid diagrams, and writes directly to Confluence or markdown repositories.
- Maintains living Software Design Documents (SDDs)
- Syncs Architecture Decision Records (ADRs)
- Publishes directly to Confluence & markdown repos
- Semantic Project Brain memory indexing with pgvector
Laminar Preview Agent
“Live UI preview sessions with instant hot reload”
The Preview Agent spawns ephemeral Docker agents on demand. It clones your repository, boots a hot-reload dev environment, applies streaming code edits, and renders an instant Cloudflare preview iframe.
- On-demand Docker agent containers in < 4 seconds
- Instant Cloudflare Tunnel live preview URLs
- Streaming code edits with instant browser hot-reload
- Git branch creation, commit & push automation
Laminar Dev Agent
“Full-lifecycle implementation — beyond preview”
The Dev Agent is the dedicated engineering agent: it implements features end-to-end across services, APIs, and data layers — distinct from the Preview Agent’s live UI prototyping loop.
- End-to-end feature implementation across the stack
- Service, API, and data-layer changes with project context
- Branch-based delivery aligned to tickets and acceptance criteria
- Hands off cleanly to QA and Security for verification
Laminar QA Agent
“Automated regression testing and verified PRs”
The QA Agent turns acceptance criteria into automated unit, integration, and E2E test suites. It runs pre-commit quality gates and opens GitHub Pull Requests complete with full traceability.
- Acceptance criteria to test suite generation
- Automated regression checks on real repository code
- CI/CD verification and quality gate enforcement
- Automated GitHub Pull Request authoring
Laminar Security Agent
“Secure by design — compliance without the checklist theatre”
The Security Agent helps teams build secure applications and stay aligned with security good practices — threat modelling, secure defaults, dependency and secret hygiene, and continuous compliance checks against your standards.
- Threat modelling and security requirements from day one
- Secure defaults for auth, data handling, and APIs
- Dependency, secret, and configuration risk surfacing
- Compliance alignment with org and industry good practices
How it works. The Laminar Flow pipeline.
From initial idea to verified production code in hours rather than weeks, with zero lost context and complete stakeholder visibility.
Conversational Discovery
Stakeholders explain needs in plain, natural language. No cumbersome templates or convoluted ticket forms. The BA Agent listens, asks clarifying questions, and extracts core business objectives.
Project Brain Recall & Living Specs
The platform queries your pgvector-indexed Project Brain to check for architecture consistency, past decisions, and reusable components. Living SDDs and Confluence documentation stay updated.
Ephemeral Live Preview Dev
An isolated ephemeral Docker container is spawned in seconds. It pulls your repository, boots the Next.js/React hot-reload dev server, and creates a secure Cloudflare Tunnel live preview.
Automated QA & PR Authoring
The QA Agent validates the implementation against every acceptance criterion, writes unit and regression tests, executes CI validation checks, and authors a clean GitHub Pull Request.
Continuous Shared Memory
Merged changes, architecture decisions, and stakeholder feedback are immediately fed back into the Project Brain. Your team's shared context compounds with every sprint.
From turbulent communication to laminar execution.
Why high-performing engineering teams get bogged down by scale, and how an autonomous agent squad restores effortless momentum.
Traditional Delivery
Communication Friction Tax
Overhead scales exponentially (N² channels). 20 people = 190 communication lines, leading to meeting overload and fragmented context.
Requirements Lost in Translation
Stakeholder intent is degraded across multiple handoffs, PDFs, and stale Jira tickets. Developers build based on outdated assumptions.
Slow Feedback Loops (Weeks)
Stakeholders wait weeks or months for the first working build, only to discover misaligned expectations late in the cycle.
Documentation Debt
SDDs and architecture diagrams decay the day after writing. No single queryable source of truth exists.
Agentic Delivery
Zero Friction Overhead
Agents maintain unified shared context. BA, Doc, Preview, Dev, QA, and Security agents collaborate seamlessly without status sync meetings.
Living Project Brain
Decisions, requirements, and codebase ASTs are indexed in real-time. Queryable by all agents and humans with semantic recall.
Instant Live Previews (Seconds)
The Preview Agent spins up real hot-reload preview instances in seconds. Stakeholders test and refine working software immediately.
Self-Updating Living Documentation
The Doc Agent continuously syncs ADRs, Mermaid sequence diagrams, and living specifications directly to Confluence and GitHub.
Real engineering outcomes, proven in practice.
When requirements are captured once, clarified early, and continuously synchronized across the Project Brain.
Reduction in rework loops
Down from days & sprint cycles
Fewer synchronous refinement syncs
Real-time, queryable living context
Ready to move from turbulent to laminar?
Start with one team, one project. See requirements turn into working live preview and verified pull requests in two weeks.