Control Center
The operating view for every web project.
Web development at the highest possible level
Build beyond “it works.”
Webdev Agent OS turns ideas into useful, premium, reliable, measurable web experiences—then converts every project, inspection, repair, and deployment into reusable intelligence.
Webdev
Agent
DiscoverDesignBuildInspectRepairImproveAgent
Operating lifecycle
One system from idea to verified improvement
Discover
Define users, outcomes, trust concerns, constraints, and success events.
Plan
Map workflows, architecture, data, integrations, risks, and ownership.
Generate
Create a production-oriented starter repository and deployment contract.
Build
Deliver complete vertical slices with validation and maintainable code.
Inspect
Crawl routes and collect responsive, runtime, accessibility, and security evidence.
Repair
Stage conservative patches, verify them, review diffs, and require approval.
Release
Deploy with TLS, logs, backups, rollback, smoke testing, and ownership.
Improve
Measure outcomes and compare evidence before and after every meaningful change.
Learn
Capture reusable patterns, outcomes, and lessons so the system compounds across projects.
Command
Track portfolio health, releases, regressions, scheduled inspections, campaigns, and next actions.
Operate
Monitor production, detect incidents, govern deployments, measure conversion, and coordinate optimization.
Deliver
Scope client access, collect approvals, manage requests, measure SLOs, publish status, and learn from incidents.
Grow
Package services, manage revenue, protect margin, onboard clients, lead renewals, and expand successful accounts.
Discover Products
Turn research into hypotheses, competing concepts, prototypes, approved experiments, and evidence-backed product decisions.
Collaborate
Coordinate specialist agents through shared evidence, dependencies, budgets, conflicts, and human approval gates.
Productize
Trace approved evidence into requirements, production work, flags, releases, measurements, and continue, revise, or kill decisions.
Mirror Production
Connect requirements to code, tests, changes, builds, deployments, telemetry, incidents, and impact analysis through a living product digital twin.
Evolve Safely
Plan refactors, dependency and framework upgrades, API and database evolution, compatibility tests, canary releases, and rollback decisions through the Digital Twin.
Migrate Safely
Create isolated codemod workspaces, shadow database rehearsals, compatibility sandboxes, repair campaigns, and approval-gated modernization waves.
Adapt and Recover
Map service dependencies, prove critical journeys, govern error budgets, rehearse failure, degrade gracefully, and verify recovery before incident closure.
Govern Data
Inventory personal data, document processing purposes, enforce retention, manage privacy requests, review vendors, and gate deletion or disclosure.
Integrate Full Stack
Unify routes, APIs, schemas, events, webhooks, tests, release trains, and runtime outcomes through governed contracts.
Webdev Agent OS v36
Autonomous Engineering Economics & Capacity Intelligence
Connect capacity, cost of delay, debt interest, initiative value, risk, opportunity cost, portfolio sequencing, and measured outcomes through independent investment decisions.
Capacity pools
Supply, commitments, reserves, and skills
Capacity forecasts
Demand, supply, confidence, and bottlenecks
Initiative portfolio
Value, risk, confidence, urgency, and alignment
Dependency graph
Sequencing constraints and prerequisites
Cost of delay
Revenue, reliability, customer, and opportunity impact
Debt interest
Recurring hours and cost from unresolved debt
Build versus buy
Cost, fit, speed, risk, and exit evidence
Cost allocation
Infrastructure, software, labor, and operational attribution
Budget scenarios
Risk-adjusted initiative portfolios
Portfolio sequences
Dependency, capacity, budget, and timing feasibility
Investment decisions
Independent approve, revise, hold, or reject gates
Measured outcomes
Did the engineering investment create the intended result?
Economic risks
Capacity, confidence, delay, and opportunity exposure
Improvement campaigns
Capacity and economics evidence programs
Webdev Agent OS v36
Autonomous Reliability Engineering & Corrective Action Factory
Convert incident evidence into reliability requirements, dependency-aware corrective action, regression contracts, verified runbooks, controlled releases, and measured recurrence prevention.
Reliability requirements
Incident evidence converted into verifiable contracts
Corrective actions
Owners, dependencies, tests, and workspaces
Dependency graph
What must happen before recurrence prevention is complete
Regression contracts
Tests that prevent old failures from returning
Runbooks
Drilled operational recovery contracts
Error budgets
Reliability policy updated from incident learning
Remediation workspaces
Isolated, reversible reliability changes
Recovery patterns
Reusable responses with measured success
Recurrence intelligence
Repeated incident fingerprints and escalation
Effectiveness
Did the fix actually reduce recurrence?
Reliability releases
Regression-gated changes with rollback
Reliability debt
Unresolved risk and monthly engineering interest
Factory campaigns
Portfolio-wide recurrence prevention
Webdev Agent OS v36
Autonomous Incident Response & Reliability Command
Coordinate responders, timelines, containment, communications, recovery verification, rollback contracts, postmortems, SLO learning, and corrective action through independent human gates.
Incident command
Severity, status, ownership, and customer impact
Responder coordination
Roles, assignments, availability, and handoffs
Evidence timeline
Verified chronology and decisions
Containment
Reversible actions behind risk gates
Stakeholder communication
Audiences, channels, cadence, and approvals
Recovery verification
Security, data, journey, and performance checks
Rollback authority
Smoke tests, rollback references, and review
Postmortems
Root cause and corrective action
SLO learning
Reliability objectives updated from evidence
Corrective action
Owners, due dates, and verification
Reliability risk
Open findings that block closure
Continuous improvement
Response, recovery, and learning campaigns
Webdev Agent OS v36
Autonomous Observability, Telemetry & Incident Intelligence
Unify logs, metrics, traces, synthetic journeys, release markers, alert quality, anomaly detection, incident correlation, customer impact, telemetry cost, rollback recommendations, and post-release learning.
Telemetry sources
Logs, metrics, traces, journeys, releases, and outcomes
Signal contracts
Required fields, owners, retention, and sampling
Release markers
Runtime context for every change
Alert quality
Thresholds, noise, severity, and runbooks
Anomaly detection
Baseline deviations and release context
Incident correlation
Signals, releases, confidence, and root-cause hypotheses
Customer impact
Affected journeys, segments, and outcomes
Telemetry economics
Evidence value, ingestion cost, and cardinality
Rollback intelligence
Evidence-backed hold, rollback, and control recommendations
Post-release learning
Root causes and corrective actions
Telemetry drift
Missing markers, sampling, noise, and cost divergence
Continuous improvement
Incident, alert, and telemetry campaigns
Webdev Agent OS v36
Autonomous Deployment, Release & Environment Promotion Intelligence
Govern build provenance, promotion contracts, deployment strategies, feature flags, configuration promotion, release ordering, canary guardrails, rollback, telemetry, and independent production decisions.
Promotion topology
Environments
Provenance
Build artifacts
Governed path
Promotion contracts
Progressive delivery
Deployment strategies
Coordinated versions
Release trains
Guardrailed exposure
Canary plans
Environment movement
Promotions
Runtime proof
Telemetry checks
Decision support
Release risk
Blocking truth
Open drift
Continuous improvement
Release campaigns
Webdev Agent OS v36
Autonomous Cloud, Edge & Hosting Intelligence
Govern provider-neutral hosting contracts, workload placement, edge delivery, DNS and certificate lifecycle, portability, cost comparisons, architecture options, and independently approved workload relocation.
Provider landscape
Hosting capabilities and lock-in
Hosting contracts
Provider-neutral workload agreements
Workload placement
Host, region, latency, and rollback
Edge delivery
Routing, caching, purge, and failover
DNS lifecycle
Domains, records, TTLs, and renewal
Certificate lifecycle
Expiry, renewal, and rollback evidence
Portability intelligence
Exit plans and lock-in risks
Cost intelligence
Hosting, egress, and migration effort
Architecture tournament
Provider and region options
Relocation authority
Approval-gated workload moves
Hosting drift
Lifecycle and placement risks
Continuous improvement
Cloud and hosting campaigns
Webdev Agent OS v36
Autonomous Infrastructure & Platform Engineering Intelligence
Govern runtime environments, infrastructure topology, IaC modules, deployment standards, configuration and secret references, capacity, cost, observability, drift, golden paths, dependencies, and independently approved platform evolution.
Runtime environments
Parity and readiness
Platform resources
Compute, network, data, storage, and delivery
Infrastructure topology
Resource relationships
Infrastructure as code
Modules, plans, tests, and rollback
Deployment governance
Golden deployment standards
Configuration contracts
Validated runtime configuration
Secret-reference contracts
References without credential values
Capacity policies
Headroom and scaling thresholds
Cost intelligence
Budget and utilization evidence
Observability standards
Logs, metrics, traces, alerts, dashboards
Drift intelligence
Environment and resource divergence
Golden paths
Verified platform templates
Platform dependencies
Blast radius and recovery evidence
Human authority
Platform evolution proposals
Continuous improvement
Platform engineering campaigns
Webdev Agent OS v36
Autonomous Data Architecture & Event Intelligence
Trace canonical data models, products, lineage, migrations, event streams, analytical contracts, quality budgets, consistency, replay safety, and governed schema evolution.
Canonical truth
Data models
Consumer value
Data products
Traceability
Lineage graph
Controlled evolution
Schema migrations
Event platform
Streams and guarantees
Compatibility
Event schemas
Operational quality
Data-quality budgets
Distributed truth
Consistency policies
Decision intelligence
Analytical contracts
Event safety
Replay policies
Risk register
Open data risks
Governed evolution
Architecture proposals
Portfolio improvement
Data architecture campaigns
Webdev Agent OS v36
Full-Stack Contract & Integration Intelligence
Trace every user action through frontend routes, shared schemas, APIs, services, events, webhooks, data flows, tests, releases, and measured outcomes.
Journey contract
User action to runtime outcome
Shared language
Versioned schemas
Request integration
Frontend route to API bindings
End-to-end flow
Data-flow graph
Asynchronous contracts
Events
External boundaries
Webhooks
Consumer-driven contracts
Provider compatibility tests
Compatibility intelligence
Cross-layer matrices
Journey verification
Integration tests
Runtime contract
Cross-layer budgets
Coordinated delivery
Frontend/backend release trains
Compatibility risk
Breaking changes
Controlled evolution
Contract proposals
Portfolio improvement
Integration campaigns
Webdev Agent OS v36
Autonomous Backend Architecture & API Intelligence
Trace every requirement through services, APIs, data ownership, transactions, queues, authorization, abuse controls, caching, scalability, and governed evolution.
Domain ownership
Service architecture
Request contracts
API surface
Data authority
Owned data stores
Consistency
Transaction boundaries
Async delivery
Queues and background jobs
Access control
Authentication and authorization
Abuse controls
Rate limits
Consistency strategy
Caching policies
Runtime capacity
Scalability budgets
Blast radius
Service dependencies
Architecture debt
Duplicate business logic
Controlled evolution
Backend proposals
Portfolio improvement
Backend architecture campaigns
Webdev Agent OS v36
Autonomous Frontend Architecture Intelligence
Trace every journey through routes, composition, bundles, rendering, state, data policies, browser contracts, performance budgets, and governed evolution.
Journey to route
Route architecture
Delivery boundaries
Bundles
Runtime strategy
Rendering and hydration
State ownership
State boundaries
Data behavior
Fetching and cache policies
Compatibility
Browser contracts
Runtime budgets
Performance evidence
Architecture debt
Duplicate implementations
Controlled evolution
Architecture proposals
Portfolio improvement
Architecture campaigns
Autonomous design system intelligence
Govern visual decisions from token to measured outcome.
Unify design tokens, themes, component lineage, interaction states, accessibility and performance contracts, visual regression evidence, duplicate-pattern intelligence, design debt, and approval-gated system evolution.
Theme intelligence
Inheritance, brand expression, contrast, and rollback
Component contracts
Lineage, states, tests, accessibility, and performance
Visual regression
Baseline comparisons across themes, browsers, and viewports
Design debt
Incomplete states, regressions, legacy rules, and risk
Duplicate-pattern intelligence
Where reusable systems are being bypassed
System evolution
Approval-gated token, theme, and component changes
Design-system campaigns
Raise quality across every brand and web product
Webdev Agent OS v25
Adaptive Personalization & Decision Policy Engine
Govern explainable context-aware experiences with explicit signal boundaries, offline simulations, fairness and harm checks, safe control floors, drift detection, rollback, and independent human approval.
Policy portfolio
Explainable decision policies
Eligibility boundary
Allowed contextual rules
Before activation
Offline policy simulations
Do no hidden harm
Fairness and safety checks
Control and rollback
Allocation plans
Why this experience
Decision explanations
Over-optimization defense
Drift and harm signals
Human authority
Policy decisions
Portfolio governance
Personalization campaigns
Webdev Agent OS v25
Autonomous Journey Optimization Studio
Turn approved Observatory opportunities into competing variants, Multi-Agent Studio implementation plans, feature-controlled releases, segment-aware experiments, measured outcomes, and independent continue, revise, expand, or stop decisions.
Approved opportunities
What deserves controlled improvement
Competing variants
Control and treatment proposals
Experiment pipeline
Sample, confidence, outcomes, and safety
Guardrails
Do not improve one outcome by damaging another
Implementation and rollout
Studio plans, feature flags, kill switches, rollback
Measurements
Segment and variant evidence
Lifecycle decisions
Continue, revise, expand, or stop
Portfolio campaigns
Scale improvements across related journeys
Webdev Agent OS v25
Experience Quality Observatory
Unify accessibility, usability, performance, reliability, conversion, trust, sentiment, support friction, device behavior, and telemetry around complete user journeys.
Loading
Loading unified journey evidence.
End-to-end truth
User journeys
Normalized evidence
Experience dimensions
What breaks
Observed friction
Who is affected
Audience segments
Qualitative context
Research evidence
Highest measurable value
Improvement opportunities
Human judgment
Decisions
Portfolio execution
Experience campaigns
Inclusive experience evidence
Accessibility Intelligence & Inclusive Experience Twin
Connect automated checks with real keyboard, screen-reader, voice-control, low-vision, media, motion, and cognitive-load journeys.
People and tasks
Assistive-technology journeys
Structure and interaction
Semantics and focus
Spoken interface
Screen-reader evidence
Commandability
Voice-control evidence
Perception and comfort
Visual and motion evidence
Equivalent content
Accessible media
Comprehension
Cognitive-load evidence
Design-system contract
Accessible components
Temporary risk
Exceptions
Portfolio improvement
Inclusive-design campaigns
Webdev Agent OS v25
Privacy, Data Governance & Compliance Twin
Inventory data, map processing purposes, prove consent and lawful-basis evidence, govern retention, manage subject requests, review vendors, assess privacy risk, and gate deletion or disclosure.
Data inventory
Data assets
Purpose limitation
Processing activities
Individual rights
Subject requests
Lifecycle controls
Retention policies
Third parties
Vendors and subprocessors
Risk assessment
Privacy assessments
Approval-gated erasure
Deletion jobs
Incident decision support
Breach assessments
Continuous improvement
Privacy campaigns
Webdev Agent OS v25
Autonomous Security Assurance & Threat Resilience
Model threats, inventory attack surfaces, verify controls, simulate abuse, govern adversarial campaigns, remediate vulnerabilities, and rehearse containment with evidence.
Threat intelligence
Threat models
Exposure
Attack surface
Control twin
Security controls
Automated assurance
Security scans
Risk register
Vulnerabilities
Controlled adversarial testing
Adversarial campaigns
Incident readiness
Containment rehearsals
Architecture decision
Security architecture tournament
Cross-system improvement
Security assurance campaigns
Reliability simulation and disaster recovery twin
Simulate demand. Verify backups. Prove recovery before disaster.
Model traffic and queue pressure, forecast error-budget exhaustion, verify backup integrity, rehearse shadow restorations, measure RTO and RPO, compare recovery architectures, and gate disaster actions behind independent approval.
Workload twin
Traffic, concurrency, queues, and growth
Reliability simulation
Demand, failure, and budget-exhaustion forecasts
Backup integrity
Freshness, immutability, encryption, and checksums
Shadow restoration
Measured RTO, RPO, integrity, and rollback
Recovery contracts
Regional, corruption, and service-rebuild plans
Disaster game days
Approval-gated recovery exercises
Recovery architecture tournament
Speed, data protection, reliability, cost, and simplicity
Readiness campaigns
Cross-system disaster-prevention programs
Runtime adaptation and resilience mesh
Understand the system. Rehearse failure. Recover with evidence.
Map service dependencies and critical journeys, govern SLOs and error budgets, rehearse faults safely, activate graceful degradation, approve traffic changes independently, and verify recovery before closing incidents.
Dependency mesh
Services, criticality, health, and upstream impact
Selected service
Recovery contract and runtime evidence
Synthetic journeys
Critical user outcomes tested continuously
SLO and error budgets
Reliability objectives with burn evidence
Fault rehearsal laboratory
Approval-gated failure experiments
Incident correlation
Signals, dependencies, mitigation, and recovery
Adaptation controls
Graceful degradation, traffic shifts, and rollback
Resilience architecture tournament
Competing recovery designs and tradeoffs
Cross-project resilience campaigns
Prevent the next failure systematically
Self-healing architecture and migration factory
Modernize in isolation. Prove every change. Promote only with approval.
Transform framework, dependency, API, database, architecture, and policy changes into reversible workspaces with compatibility evidence, shadow rehearsals, repair campaigns, and controlled modernization waves.
Isolated workspaces
Source protection, transforms, patches, and verification
Selected workspace
Migration contract and safety gates
Modernization waves
Approval-gated delivery sequence
Database shadow factory
Forward and rollback rehearsals
Architecture tournament
Competing modernization options
Drift-triggered repair
Self-healing campaigns
Autonomous evolution and refactoring engine
Evolve production without losing control
Use the Product Digital Twin as a safety map for framework upgrades, dependency migrations, API and database evolution, technical-debt campaigns, compatibility testing, canary releases, and rollback recommendations.
Modernization programs
Budget, strategy, and risk tolerance
Change portfolio
Dependency-aware evolution proposals
Selected change contract
Impact, verification, canary, and rollback
Technical-debt portfolio
Debt tied to artifacts and requirements
Runtime decision support
Rollback recommendations
Product digital twin and code traceability
Product Digital Twin
Explain why every production artifact exists, what requirement it satisfies, how it was tested and released, what it is doing at runtime, and what could break when it changes.
Twin health
System truth and drift
Requirement-to-runtime
Trace matrix
Code and infrastructure inventory
Production artifacts
| Artifact | Type | Criticality | Hash | Requirements | Tests |
|---|
Build to deployment
Release proof
Runtime reality
Telemetry
Failure provenance
Incidents
Before a change
Impact and blast-radius analyses
Product-to-production continuum
Product-to-Production Continuum
Preserve the evidence chain from approved product direction through requirements, Studio work, feature flags, release verification, measured outcomes, and explicit lifecycle decisions.
Approved direction
Product contracts and gates
Evidence chain
Traceable requirements
Controlled exposure
Feature flags
Release proof
Verified releases
Product judgment
Continue, revise, or kill
Measured reality
Post-release outcomes
Autonomous product laboratory
Autonomous Product Laboratory
Reduce uncertainty before full production by organizing research, falsifiable hypotheses, competing product concepts, prototypes, approval-gated experiments, and human product decisions.
Example and generated records remain labeled. The laboratory never turns a model-generated idea into claimed customer validation.
Research foundation
Evidence repository
Risk portfolio
Falsifiable hypotheses
Competing directions
Concepts and prototypes
Controlled learning
Experiment portfolio
Evidence-weighted competition
Prototype tournaments and product decisions
Discovery capacity
Budget guardrail
Create a discovery program
Generate discovery portfolio
Record research evidence
Create a hypothesis
Create an experiment
Multi-agent production studio
Multi-Agent Production Studio
Coordinate specialist strategy, UX, visual, content, frontend, backend, integration, QA, accessibility, security, SEO, analytics, and deployment agents through one evidence-backed production contract.
External AI models are not silently invoked. Agent runs and outputs must be recorded as evidence before the system represents work as complete.
Specialist roster
Production agents
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Dependency-aware execution
Task pipeline
Cross-discipline arbitration
Conflicts and decisions
Resource guardrails
Production budget
Create a studio project
Generate coordinated plan
Create a specialist task
Update production budget
Connected agency orchestration
Connected Agency Orchestration
Coordinate CRM, email, calendar, payment, accounting, source-control, delivery capacity, change orders, and next-best actions without storing secrets or bypassing human approval.
Integration contracts
Connectors
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Evidence ledger
Synchronization runs
Approval-gated intelligence
Next-best actions
Scope control
Change orders
Capacity truth
Delivery capacity
Governed automations
Workflow coverage
Register a connector contract
Create a change order
Update delivery capacity
Agency command, revenue, and customer success
Agency Command & Customer Success Engine
Connect proposals, recurring services, financial evidence, delivery cost, onboarding, account health, renewals, and expansion opportunities to the projects and outcomes they support.
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Agency records respect the same client boundaries as the delivery portal.
Revenue pipeline
Opportunities
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Commercial decisions
Proposals
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Customer portfolio
Account health
Revenue evidence
Invoices and balances
Time to value
Onboarding
Outcome ownership
Customer success
Retention command
Renewals
Productized services
Service packages
Create an opportunity
Create an invoice record
Record delivery cost
Create or update a success plan
Production command, evidence, and controlled change
Autonomous Web Operations Center
Monitor production, detect incidents, govern releases, ingest business outcomes, run experiments, and coordinate optimization without bypassing human approval.
Version-control evidence
Select a project and inspect its local Git repository without changing it.
Availability and latency
Production monitors
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Incident response
Active incidents
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Human change control
Approval queue
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Business outcome evidence
Conversion trend
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Approval-gated delivery
Deployments
Measured learning
Experiments
Autonomous recommendations
Optimization queue
Coordinated improvement
Campaigns
Operational actions
Register evidence and request controlled changes
Each change creates a traceable record. Production-impacting work enters the approval queue rather than silently executing.
Register production monitor
Record analytics snapshot
Request deployment
Create experiment
Create optimization campaign
Accountable delivery, scoped access, and client service
Agent-Native Delivery & Client Operations
Coordinate clients, approvals, service requests, SLOs, status pages, postmortems, signed CI evidence, and delivery reports without weakening production governance.
Access policy
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Review and approval
Client deliverables
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Service commitments
Service-level objectives
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Client service desk
Requests and changes
Learning after incidents
Postmortems
Signed delivery evidence
CI and build events
Notification adapters
Delivery queue
Delivery actions
Create controlled client work
These forms produce traceable records. No form silently deploys code or bypasses the existing release gate.
Submit a deliverable
Create a service request
Define an SLO
Create a postmortem
Portfolio-wide command and control
Project Command
Operate every website and web application as a measured, continuously improving system.
Select a project to review health, history, releases, alerts, and next actions.
Unmeasuredplanning
Project
—
Quality trajectory
Inspection history
Priority queue
Recommended next actions
Deterioration detection
Open alerts
Project contract
Ownership and outcome
- Owner
- —
- Business outcome
- —
- Success event
- —
- Hosting
- —
Deployment history
Releases
Register or update
Add a project to command
Portfolio improvement campaign
Create a measurable campaign
Project intelligence
Project Intake
Define the outcome before choosing the technology.
Repository creation
Project Generator
Turn intake intelligence into a real starter repository.
Generated project
Webdev Project
Architecture—
Frontend—
Backend—
Build tier—
Start command
Repository preview
Generated files
Automated evidence
Automated Inspector
Crawl a website, capture runtime and responsive evidence, and build a prioritized backlog.
Inspection state
No report loaded
Enter a target or import a previous inspection report.
Suggested scorecard
Evidence-weighted categories
Route evidence
Crawled pages
Repair backlog
Prioritized findings
Verified change control
Autonomous Repair Loop
Stage evidence-backed patches, inspect the repaired copy, review diffs, then approve or roll back.
Repair state
No repair plan loaded
Select an inspection report and local source directory.
Automatic patch set
Proposed operations
Human judgment queue
Manual review items
Human approval gate
Apply verified changes
Review the report and patches. Approval writes only files whose original hashes still match and creates a rollback backup.
100-point quality model
Quality Audit
Combine automated evidence with human judgment.
0/ 100Major remediation
Absolute release blockers
Mandatory risk review
0 active
Human release authority
Release Gate
Automated tools advise; the accountable owner approves production.
Hold
Not ready for production
Complete the audit and release checklist.
Core release checklist
Release record
Compounding institutional knowledge
Web Intelligence Platform
Search, recommend, capture, verify, and reuse what works across every web project.
Evidence controls confidence.Hypotheses remain hypotheses. Verified reuse, successful outcomes, and measured improvements strengthen a record over time.
Search memory
Find reusable intelligence
Project-aware guidance
Recommended for this project
Complete Project Intake and choose a generator architecture to receive context-aware recommendations.
No recommendations generated yet.
Ranked evidence
Search results
Search the intelligence library or choose a quick query.
Capture knowledge
Add a reusable record
Artifact ingestion
Learn from current work
Convert project manifests, inspection findings, and verified repair operations into deduplicated intelligence records with source provenance.
No artifact ingested in this session
Generate, inspect, or verify a repair, then capture the reusable knowledge.
Knowledge governance
- Duplicate fingerprints merge instead of multiplying.
- Sources and evidence levels remain attached.
- Failed reuse lowers confidence.
- Deprecated records stay traceable but leave normal search.
Web Intelligence Library
Standards and reusable systems
Permanent operating assets that make every future project stronger.
Engineering Economics & Capacity Intelligence
Capacity forecasts, cost of delay, debt interest, initiative scoring, build-versus-buy, portfolio sequencing, and measured investment outcomes.
Open documentReliability Engineering Factory
Incident-derived requirements, corrective actions, regression contracts, runbooks, error budgets, workspaces, releases, and recurrence prevention.
Open documentMaster Specification
Mission, lifecycle, tiers, artifacts, and decisions.
Open documentProject Generator
Architecture presets and generated repository contract.
Open documentAutomated Inspector
Browser evidence, score mapping, and repair backlog.
Open documentAutonomous Repair Loop
Patch safety, staged verification, approval, and rollback.
Open documentFull-Stack Contract & Integration Intelligence
Shared schemas, route/API bindings, events, webhooks, consumer contracts, compatibility matrices, release trains, and breaking-change governance.
Open documentAutonomous Backend Architecture & API Intelligence
Services, APIs, data ownership, transactions, queues, authorization, abuse controls, caching, scalability, and governed evolution.
Open documentAutonomous Frontend Architecture Intelligence
Route ownership, composition graphs, bundle boundaries, rendering, state, data policies, browser contracts, performance budgets, and governed evolution.
Open documentAutonomous Design System Intelligence
Design tokens, themes, component lineage, state contracts, visual regression, design debt, duplicate patterns, and governed evolution.
Open documentAdaptive Personalization & Decision Policies
Explainable eligibility, offline policy simulation, fairness guardrails, safe allocation, drift detection, and human-controlled activation.
Open documentExperience Quality Observatory
Unified journey evidence across accessibility, usability, performance, reliability, conversion, trust, sentiment, support friction, devices, and telemetry.
Open documentAccessibility Intelligence Twin
Assistive-technology journeys, semantics, focus, voice control, media, cognitive load, accessible components, and governed exceptions.
Open documentPrivacy & Data Governance Twin
Data inventory, processing purposes, consent evidence, retention, rights requests, vendors, assessments, deletion, and breach decisions.
Open documentSecurity Assurance & Threat Resilience
Threat models, attack surfaces, control twins, security scans, adversarial campaigns, remediation, and containment.
Open documentDisaster Recovery Twin
Workload simulation, backup verification, shadow restores, RTO/RPO, game days, and recovery architecture.
Open documentRuntime Resilience Mesh
Dependency maps, synthetic journeys, SLOs, fault rehearsals, graceful degradation, failover approval, incidents, and recovery verification.
Open documentMigration Factory
Isolated codemods, API compatibility, database shadow migrations, architecture tournaments, repair campaigns, and modernization waves.
Open documentAutonomous Evolution
Refactors, upgrades, migrations, compatibility, canary guardrails, technical debt, and rollback governance.
Open documentProduct Digital Twin
Code artifacts, tests, changes, builds, deployments, telemetry, incidents, drift, and impact analysis.
Open documentProduct-to-Production Continuum
Requirements traceability, feature flags, release evidence, outcome measurement, and lifecycle decisions.
Open documentAutonomous Product Laboratory
Research evidence, hypothesis portfolios, competing concepts, prototypes, experiments, and product decisions.
Open documentMulti-Agent Production Studio
Specialist agent charters, task dependencies, evidence handoffs, conflict resolution, budgets, and approval gates.
Open documentConnected Orchestration
Connector contracts, sync evidence, capacity, change orders, governed workflows, and next-best actions.
Open documentAgency Command
Service packages, proposals, financial evidence, profitability, onboarding, account health, renewals, and customer growth.
Open documentAgent-Native Delivery
Client roles, approvals, requests, SLOs, status pages, postmortems, notifications, and signed CI evidence.
Open documentAutonomous Web Operations
Monitoring, incidents, approvals, deployments, analytics, experiments, and optimization campaigns.
Open documentProject Command
Portfolio registry, health trends, schedules, releases, alerts, and improvement campaigns.
Open documentWeb Intelligence Platform
Search, recommendation, evidence, ingestion, and feedback systems.
Open document100-Point Scorecard
Weighted quality categories and evidence requirements.
Open documentSecurity + Accessibility
Baseline protection and inclusive interaction standards.
Open documentDefinition of Done
Completion requirements and absolute release blockers.
Open documentExecution Protocol
Build, repair, redesign, audit, and release procedures.
Open document