What's New

Release notes for AGENCY BAZAAR — everything that has shipped, what's changed, and what's coming next. Updated with every release.

Version 0.7.0

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Version 0.6.0

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Version 0.5.0

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Version 0.4.0

Alpha

February 2026

All 8 Patterns Complete, Dark Mode, Splash Screen & Workflow Delete — Full-Stack Polish Release

Release Highlights

✓All 8 orchestration patterns fully implemented — Network and Aggregator now live with real LLM execution
✓Dark / Light / System theme support — persisted preference with automatic system detection
✓Cinematic splash screen with "Perpetual Works presents" studio intro on first visit
✓Delete Workflow API endpoint — full lifecycle management now includes permanent deletion
✓Marketplace frontend fully wired to backend — search, install, reviews, and creator profiles all database-backed
✓Agency logo brand mark component with refined branding across all pages
✓ThemeProvider context with useTheme() hook for programmatic theme control

All 8 Orchestration Patterns Complete
New

→Network pattern — LLM-routed peer-to-peer agent communication with dynamic next-speaker selection and max_rounds safety cap.
→Aggregator pattern — fan-out parallel execution to all agents, then LLM-powered synthesiser merges, deduplicates, and resolves contradictions.
→Both patterns include full MCP tool-call support, structured state management, and graceful error handling.
→All 8 patterns now available in the Workflow Builder Pattern Selector: Sequential, Parallel, Hierarchical, Router, Loop, Human-in-the-Loop, Network, Aggregator.

Dark / Light Theme
New

→Three theme modes: Light, Dark, and System (auto-detects OS preference).
→ThemeProvider context wraps the entire app — theme state available everywhere via useTheme() hook.
→User preference persisted to localStorage — survives browser restarts.
→System mode listens to prefers-color-scheme media query changes in real time.
→All pages, components, and UI elements respond to the selected theme automatically via Tailwind semantic tokens.

Splash Screen
New

→Cinematic 4-phase intro sequence: studio card → "presents" → logo reveal → exit transition.
→"Perpetual Works" studio branding with decorative lines and ambient glow orbs.
→AgencyLogo with tagline "Build the future with AI agents" displayed during logo phase.
→Session-gated — only shown once per browser session via sessionStorage.
→Skip button available for returning users who want to jump straight to the platform.

Delete Workflow Endpoint
New

→New DELETE /api/v1/workflows/{id} backend route for permanent workflow removal.
→Owner and tenant access checks enforced — only the workflow creator or tenant admin can delete.
→Admin users can delete any workflow via role bypass.
→Frontend workflowApi.delete() now resolves end-to-end against the live backend.

Marketplace Frontend Integration
Improved

→Full TypeScript API client (marketplaceApi) wired to search, get, install, and review endpoints.
→Star ratings and written reviews submitted and fetched from the backend database.
→Creator Profile pages fetch real blueprint listings per owner from the marketplace service.
→Install flow sends authenticated requests and shows confirmation feedback with error handling.

Branding & UI Polish
Improved

→AgencyLogo brand mark component replaces text-only logo across header and splash screen.
→Building2 icon adopted as the primary brand icon — consistent visual identity.
→Branding updated from "THE AGENCY" to "AGENCY BAZAAR" platform-wide.
→Header, auth pages, and splash screen all reflect the unified brand refresh.

Infrastructure & Code Quality
Improved

→SQLAlchemy deprecation warnings resolved — mutable defaults and mapper bugs fixed.
→API state merge order corrected — explicit request fields now always override input_data dict.
→LangGraph supervisor node collision prevented via guaranteed-unique __supervisor__ node IDs.
→Code structure refactored for improved readability and consistent import organisation.

Known Limitations in this Release
Note

→Theme toggle is not yet exposed as a button in the navigation header — use useTheme() programmatically or browser dev tools.
→Splash screen plays on every new session — no user preference to permanently disable it.
→Network pattern max_rounds default (10) may need tuning for complex multi-agent conversations.
→Kafka-based Event Bus still not wired — in-memory bus continues as the production transport.

Coming in the Next Release

○Theme toggle button in the navigation header for one-click dark/light switching
○OAuth 2.0 / SSO login with Google and GitHub providers
○Scheduled workflow execution (cron-based triggers)
○Blueprint version history, diff viewer, and rollback
○In-app notification centre for workflow completions and approvals
○Kafka-based Event Bus wired to all services for production-grade async messaging

Version 0.3.0

Alpha

February 2026

Production Deployment, Guest Mode & Password Recovery — Cloud-Ready Release

Release Highlights

✓Full Google Cloud Run deployment — all 9 services live on GCP with Terraform-managed infrastructure
✓Password reset flow: forgot-password email link → secure token → new password — fully end-to-end
✓Guest mode: unauthenticated users can browse templates, marketplace, tools & docs in read-only mode
✓Marketplace pre-seeded with curated blueprints via automated seed_marketplace.py script
✓Marketplace Creator Profiles — dedicated pages per blueprint author with published listings
✓MCP Server Discovery API — /api/mcp/discover endpoint for Model Context Protocol tool integration
✓Email service (shared/security/email.py) for transactional emails with SMTP/SendGrid support
✓CI/CD streamlined — single-click manual deployment, environment selection removed
✓User Guide & What's New pages — full end-user documentation added to the frontend
✓Compact single-line navigation header with all menu items always visible
✓Database migration for password reset columns (reset_token, reset_token_expires_at)
✓Security dependency update: ajv bumped from 6.12.6 to 6.14.0

Google Cloud Run Deployment
New

→All 9 services (8 backend + 1 frontend) deployed to Google Cloud Run via Terraform.
→Artifact Registry hosts Docker images; Cloud SQL provides managed PostgreSQL.
→Secret Manager secures API keys, JWT secrets, and database credentials.
→CORS origins dynamically configured per service using deployed frontend URL.
→Frontend rebuilt with production NEXT_PUBLIC_API_URL and NEXT_PUBLIC_AUTH_URL at deploy time.
→deploy-gcp.sh script automates build, push, and Cloud Run update in a single command.

Password Reset Flow
New

→New "Forgot Password?" link on the login page opens a dedicated form.
→User enters email → backend generates a secure reset token with configurable expiry.
→Email service sends a password-reset link to the registered address.
→Reset page validates the token and lets the user set a new password with confirmation.
→Alembic migration 006 adds reset_token and reset_token_expires_at columns to the users table.
→Token is single-use and automatically invalidated after successful password change.

Guest Mode (Read-Only Access)
New

→Unauthenticated users can browse Templates, Marketplace, Tools, Workflows, User Guide, and What's New.
→Read-only badge "Guest mode: read-only" displayed in the header for unauthenticated sessions.
→Write actions (Create Agency, Install Blueprint, Run Workflow, Register Tool) show a helpful alert prompting login.
→Middleware updated to allow public access to read routes while blocking write endpoints.
→Guest access eliminates onboarding friction — users explore the platform before committing to sign up.

Marketplace Enhancements
Improved

→Marketplace pre-seeded with curated blueprints via scripts/seed_marketplace.py (985 lines of production-quality sample data).
→New Creator Profile page (/marketplace/profile/[ownerId]) shows all blueprints published by a specific author.
→Install flow refined to show confirmation feedback and proper error handling.
→Marketplace routes simplified — removed redundant validation middleware for public read routes.

MCP Server Discovery
New

→New API route /api/mcp/discover enables Model Context Protocol (MCP) tool integration.
→MCP-compatible editors can discover and invoke registered tools directly from the platform.
→MCPServerPanel component available in the Workflow Builder for visual MCP tool management.
→Type definitions for MCP requests and responses in src/types/mcp.ts.

Security & Auth Improvements
Improved

→Email service supports SMTP and SendGrid transports for transactional emails.
→Auth routes hardened — login use case validates user status before issuing tokens.
→ajv dependency updated from 6.12.6 to 6.14.0 to fix potential ReDoS vulnerability.
→User domain model extended with password_reset fields for token lifecycle management.

Frontend & Navigation
Improved

→User Guide page added — 12-section end-user documentation with sticky sidebar table of contents.
→What's New page added — versioned release notes with highlights, details, and roadmap previews.
→Navigation header compacted to a single line — all 6 menu items always visible without wrapping.
→Branding refined and logo streamlined for better header layout.
→Guest mode badge replaces login button for unauthenticated users.

CI/CD & Infrastructure
Improved

→GitHub Actions workflow simplified — environment selection dropdown removed; deploy runs directly from main branch.
→Terraform state stored in GCS bucket (agencybazar-tf-state) for team-safe remote state management.
→Terraform variables expanded for Gemini API key, Cloud SQL, and Secret Manager integration.
→start_all.ps1 script updated for local development with all 8 backend services.

Known Limitations in this Release
Note

→Password reset emails require SMTP or SendGrid configuration — not auto-provisioned by Terraform.
→Marketplace seed data does not persist through Cloud SQL re-provisioning — re-run seed script after DB resets.
→MCP Server Discovery is v1 — tool invocation from external editors is experimental.

Coming in the Next Release

○OAuth 2.0 / SSO login with Google and GitHub providers
○Scheduled workflow execution (cron-based triggers)
○Blueprint version history, diff viewer, and rollback
○In-app notification centre for workflow completions and approvals
○Kafka-based Event Bus wired to all services for production-grade async messaging

Version 0.2.0

Alpha

February 2026

Service Completion Release — All 7 Services Live, Cloud Deployment Ready

Release Highlights

✓All 7 microservices fully implemented with Dockerfiles and database integration
✓Complete Marketplace service: database-backed listings, install flow, star ratings & reviews
✓Complete Memory Service: all 5 memory tiers (Redis, PostgreSQL, Vector DB) wired end-to-end
✓Complete Tool Registry: CRUD, category filtering, custom tool registration
✓All 6 orchestration patterns upgraded with full LangGraph execution logic
✓Real LLM provider implementations: OpenAI, Anthropic, Google Gemini, Azure OpenAI
✓In-memory Event Bus for async inter-service communication (MVP)
✓JWT authentication middleware applied across all services
✓Full frontend API layer (api-service.ts) with automatic JWT refresh
✓One-command Google Cloud Run deployment via Terraform + deploy-gcp.sh
✓Local all-services startup script (start_all.ps1)
✓Smoke test suite covering all service health checks

Complete Service Implementations
New

→Marketplace Service now fully database-backed with PostgreSQL — search, filter, install, and review blueprints persistently.
→Memory Service wired to all five storage tiers: Redis (short-term), PostgreSQL (long-term & procedural), pgvector (episodic & semantic).
→Tool Registry fully persisted to PostgreSQL — register, discover, and manage tools with rate limits, timeouts, and sandbox flags.
→Workflow Engine run_workflow use case upgraded with proper LLM orchestration invocation and token/cost tracking.
→All service Dockerfiles production-ready with multi-stage builds and non-root user execution.
→Full docker-compose.yml wires all 7 services together with PostgreSQL, Redis, Kafka, and MinIO.

Orchestration Pattern Upgrades
Improved

→Sequential — now streams partial results between agents and propagates structured output schemas.
→Parallel — fan-out concurrency hardened; fan-in aggregation handles partial failures gracefully.
→Hierarchical — supervisor delegation rewritten to prevent node ID collisions; sub-agent results properly merged.
→Router — intent detection upgraded to use LLM-scored routing with configurable fallback agent.
→Loop — configurable max iterations with early-exit on satisfaction score threshold.
→Human-in-the-Loop — workflow pause/resume cycle now persists full agent state across the suspension boundary.

Real LLM Provider Support
New

→OpenAI GPT-4o and GPT-3.5 Turbo supported out of the box.
→Anthropic Claude 3.5 Sonnet and Claude 3 Haiku supported.
→Google Gemini 2.0 Flash and Gemini 1.5 Pro supported via google-genai SDK.
→Azure OpenAI endpoint supported for enterprise deployments.
→Mock LLM provider retained for testing — no API key required for unit tests.
→Provider is selectable per agent inside the Workflow Builder configuration panel.

Security Middleware
New

→Shared JWT authentication middleware now enforced across Blueprint Catalog, Marketplace, Memory Service, Tool Registry, and Workflow Engine.
→Unauthenticated requests to protected endpoints return HTTP 401 with a clear error message.
→Token validation includes expiry, signature, and tenant_id claim checks.
→Agent Guard prompt injection detection patterns expanded and hardened.

Frontend API Layer
New

→New src/lib/api-service.ts provides typed helper functions for every backend endpoint.
→Automatic JWT refresh — expired access tokens are silently renewed using the refresh token without logging the user out.
→AgencyDashboard component enhanced with live backend sync for blueprint and workflow data.
→Home page now shows real agency state fetched from the backend when authenticated.
→Agency type definitions expanded in src/types/agency.ts to match full backend schema.

Cloud Run Deployment
New

→Full Google Cloud Run deployment via Terraform — provision all 7 services in a single terraform apply.
→deploy-gcp.sh shell script automates image build, push, and Cloud Run service update in one command.
→start_all.ps1 PowerShell script starts all 7 services locally for development with correct port bindings.
→Terraform outputs.tf exposes service URLs and resource IDs for downstream tooling.
→Frontend Dockerfile updated with ARG-based NEXT_PUBLIC_* injection for environment-specific builds.

Infrastructure & Migrations
Improved

→Alembic migration env.py updated to auto-detect all service ORM models.
→next.config.js proxy rewrites added so the frontend reaches all backend services without CORS issues in development.
→In-memory Event Bus implementation available for services that need async messaging without a live Kafka broker.
→Smoke test script (scripts/smoke_test.py) verifies health endpoints and key API flows across all services.

Known Limitations in this Release
Note

→Kafka-based Event Bus not yet wired to services in production; in-memory bus used for MVP.
→Enterprise multi-tenant isolation is foundational; tenant-scoped query enforcement is still in progress.
→BigQuery analytics export requires manual GOOGLE_CLOUD_PROJECT configuration — not auto-provisioned by Terraform yet.

Coming in the Next Release

○Enterprise multi-tenant isolation and team management
○Blueprint version history and rollback
○Scheduled workflow execution (cron-based triggers)
○Kafka-based Event Bus wired to all services for production-grade async messaging

Version 0.1.0

Alpha

February 2026

Foundation Release — Agency Bazaar is Live

Release Highlights

✓Full platform scaffold across 7 independent microservices
✓Visual Workflow Builder with drag-and-drop agent canvas
✓6 orchestration patterns: Sequential, Parallel, Hierarchical, Router, Loop, Human-in-the-Loop
✓Marketplace with search, install, ratings and reviews
✓Multi-tier Memory Service (short-term, long-term, episodic, semantic, procedural)
✓Integrated Tool Registry with 13 tool categories
✓Real-time Workflow Monitor with auto-refresh and cost tracking
✓Telemetry service with BigQuery export capability
✓JWT-based authentication with refresh token flow
✓Prompt injection detection and PII redaction for agent outputs

Platform Launch
New

→AGENCY BAZAAR is now live — the first public alpha of the agentic organization platform.
→Seven production-grade microservices deployed and integrated: Auth, Blueprint Catalog, Workflow Engine, Agent Orchestrator, Memory Service, Tool Registry, Marketplace, and Telemetry.
→Next.js 16 + React 19 frontend with Tailwind CSS v4 and full TypeScript support.
→Docker Compose environment for one-command local startup.

Workflow Builder
New

→Visual drag-and-drop canvas for designing multi-agent pipelines.
→Up to 50 undo/redo history states.
→Auto-save to localStorage every 30 seconds — no lost work on browser close.
→Export and import canvas configurations as JSON.
→Save designs as reusable Blueprints to the backend catalog.
→Real-time validation warnings before saving.

Orchestration Patterns
New

→Sequential — agents execute in a linear chain, each output feeding the next.
→Parallel — agents run concurrently and results are merged into a single output.
→Hierarchical — a supervisor agent delegates tasks to a team of specialist sub-agents.
→Router — intent detection routes each request to the most suitable agent.
→Loop — iterative self-refinement with configurable cycle counts.
→Human-in-the-Loop — workflow pauses for human review at designated checkpoints.

Marketplace
New

→Community marketplace for publishing and discovering agent blueprints.
→Search by keyword, category, or featured flag.
→Sort by Most Popular, Recently Added, Highest Rated, or Most Cloned.
→One-click blueprint install — automatically copies to your private catalog.
→Star ratings (1–5) and written reviews with real-time average score.
→Marketplace Analytics page showing top categories and creator leaderboard.

7 Org Templates
New

→Municipal Government, University Administration, Hospital Management (Public sector).
→Tech Startup, Financial Services, Retail Chain, Manufacturing Plant (Private sector).
→Each template includes pre-configured agents, tools, and orchestration patterns.
→Create a live agency from any template in seconds from the home page.

Tools Registry
New

→13 tool categories: Web Search, Code Execution, File Operations, Database Query, API Call, Email, Slack, Data Analysis, Image Generation, Text Processing, Math, Calendar, Custom.
→Full parameter and return schema per tool with documentation links.
→Register your own custom tools with configurable rate limits and execution timeouts.
→Sandbox-safe flag for security classification.

Memory Service
New

→Five-tier memory architecture: Short-Term (Redis), Long-Term (PostgreSQL), Episodic (Vector DB), Semantic (Vector DB), Procedural (PostgreSQL).
→Agents automatically load and store memories during workflow execution.
→TTL-based expiry for short-term context — no stale data accumulation.
→Semantic search over episodic and semantic tiers via pgvector embeddings.

Workflow Lifecycle Management
New

→Full lifecycle control: create, run, pause (with reason note), resume, cancel.
→Real-time monitoring page with 2-second auto-refresh.
→Step-by-step execution trace per agent.
→LLM token consumption and USD cost estimate displayed live.
→Results viewer for completed workflows.

Security
New

→JWT Bearer token authentication with refresh token flow.
→bcrypt password hashing — passwords never stored in plain text.
→Prompt injection detection on all user inputs before LLM execution.
→Automatic PII redaction (SSN, credit cards, emails, phone numbers) from agent outputs.
→Tool whitelisting — agents can only call registered, approved tools.
→Multi-tenant data isolation — your data is never visible to other accounts.

Telemetry & Observability
New

→Automatic trace ingestion for every workflow and agent execution.
→OpenTelemetry-compatible structured logging.
→BigQuery export for advanced SQL-based analytics (admin feature).
→Marketplace analytics dashboard with aggregate platform metrics.

Known Limitations in this Release
Note

→Full production multi-LLM execution is in alpha; some edge cases may produce unexpected results.
→Multi-tenant enforcement is foundational — enterprise-grade tenant isolation is still in progress.
→The run-all convenience command (start all 7 services in one step) is not yet implemented.

AGENCY BAZAAR Release Notes · This page is updated automatically with every new release.

For detailed usage instructions, visit the User Guide.

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What's New

Version 0.7.0

Release Highlights

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Coming in the Next Release

Version 0.6.0

Release Highlights

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Version 0.5.0

Release Highlights

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Coming in the Next Release

Version 0.4.0

Release Highlights

All 8 Orchestration Patterns CompleteNew

Dark / Light ThemeNew

Splash ScreenNew

Delete Workflow EndpointNew

Marketplace Frontend IntegrationImproved

Branding & UI PolishImproved

Infrastructure & Code QualityImproved

Known Limitations in this ReleaseNote

Coming in the Next Release

Version 0.3.0

Release Highlights

Google Cloud Run DeploymentNew

Password Reset FlowNew

Guest Mode (Read-Only Access)New

Marketplace EnhancementsImproved

MCP Server DiscoveryNew

Security & Auth ImprovementsImproved

Frontend & NavigationImproved

CI/CD & InfrastructureImproved

Known Limitations in this ReleaseNote

Coming in the Next Release

Version 0.2.0

Release Highlights

Complete Service ImplementationsNew

Orchestration Pattern UpgradesImproved

Real LLM Provider SupportNew

Security MiddlewareNew

Frontend API LayerNew

Cloud Run DeploymentNew

Infrastructure & MigrationsImproved

Known Limitations in this ReleaseNote

Coming in the Next Release

Version 0.1.0

Release Highlights

Platform LaunchNew

Workflow BuilderNew

Orchestration PatternsNew

MarketplaceNew

7 Org TemplatesNew

Tools RegistryNew

Memory ServiceNew

Workflow Lifecycle ManagementNew

SecurityNew

Telemetry & ObservabilityNew

Known Limitations in this ReleaseNote

What's New

Version 0.7.0

Release Highlights

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All 8 Orchestration Patterns Complete
New

Dark / Light Theme
New

Splash Screen
New

Delete Workflow Endpoint
New

Marketplace Frontend Integration
Improved

Branding & UI Polish
Improved

Infrastructure & Code Quality
Improved

Known Limitations in this Release
Note

Google Cloud Run Deployment
New

Password Reset Flow
New

Guest Mode (Read-Only Access)
New

Marketplace Enhancements
Improved

MCP Server Discovery
New

Security & Auth Improvements
Improved

Frontend & Navigation
Improved

CI/CD & Infrastructure
Improved

Known Limitations in this Release
Note

Complete Service Implementations
New

Orchestration Pattern Upgrades
Improved

Real LLM Provider Support
New

Security Middleware
New

Frontend API Layer
New

Cloud Run Deployment
New

Infrastructure & Migrations
Improved

Known Limitations in this Release
Note

Platform Launch
New

Workflow Builder
New

Orchestration Patterns
New

Marketplace
New

7 Org Templates
New

Tools Registry
New

Memory Service
New

Workflow Lifecycle Management
New

Security
New

Telemetry & Observability
New

Known Limitations in this Release
Note

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All 8 Orchestration Patterns Complete
New

Dark / Light Theme
New

Splash Screen
New

Delete Workflow Endpoint
New