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Loading⌘Developer workbench
Find products, backend paths, quickstarts, credits, perks, Build Packets, and project proof for the thing you want to ship.
Daily builder loop
The reason to join is not another directory account. It is a reusable build cockpit: stack decisions, perks, agent packets, backend choices, repo proof, and launch radar all stay connected to what you are actually shipping.
Stack context
Saved and reused across your next build.
Launch radar
Saved and reused across your next build.
Proof trail
Saved and reused across your next build.
Agent backend track
Tokens& compares partner-owned backend primitives, generates a backend-aware Build Packet, and records proof after the repo ships. We do not need to host your database to make the workflow valuable.
Data/auth
Postgres, auth, RLS, storage, vectors.
MCP handoff
Codex/Cursor context, env vars, evals.
Proof loop
Repo, demo, stack, usage, credits.
Supabase
Developer-native shipping
Publish from the place you already build. Install the Tokens& Agent Pack, then connect a project after login to generate scoped MCP config, paste-ready AI context, backend-aware Build Packets, and a launch checklist.
MCP config
Scoped tokens stay behind login.
Build Packet
Backend, docs, env vars, evals, and proof context.
Launch checklist
Repo, demo, stack, backend, and handoff links.
Try an example:
Launch radar
Featured launches, new products, and trending tools sit inside the workbench so discovery turns into saves, comparisons, and project proof.
New launches and quickstarts from the current build cycle.
browserbase/stagehand · Open source
Open-source AI browser automation framework from Browserbase that combines natural-language actions with deterministic browser control for testing, scraping, and agent workflows.
Fast publish
Paste a GitHub repo, add a demo URL, confirm the stack, and publish a portfolio page visitors can save, remix, and share.
GitHub repo
Readme, language, dependencies, and package scripts.
Demo URL
OpenGraph title, image, and reachability check.
Tools used
Stack items mapped to tokens& product profiles.
Build notes
What you shipped, what worked, and what visitors can remix.
Use the stack recommendation as your shortlist, then browse profiles for alternatives, docs, packaging, and proof.
Community opportunities
Find credits, perks, workshops, prizes, and community programs matched to what you are building, then publish the result as a project.
Signed-in event radar
Weekly event suggestions live in your builder dashboard and feed, where they can use saved stack, search, and opt-in source signals.
Builder proof loop
This loop lives inside the build workbench: compare the stack, save the path, hand context to Codex or Cursor, claim useful resources, and publish proof other builders can trust.
chooses the stack once
Compares backend, auth, vector, and data tradeoffs in one pass, then leaves with a Build Packet a coding agent can run immediately.
ships from Codex or Cursor
Keeps docs, env notes, eval checks, repo context, and launch proof together instead of scattering the handoff across six tools.
claims perks after intent
Searches, saves, claims credits, builds, and publishes without losing the proof trail that makes the project reusable after the event.
measures activation, not noise
Tracks first success, retained usage, source, and next action so developer growth compounds from product proof instead of a raw lead list.
The workbench should hold the full loop: choose the stack, save the decision, claim what helps, run the agent handoff, publish proof, and come back with the next build.
Product graph
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Indexed AI tools, alternatives, and backend paths ready for builder decisions.
Starter paths
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Build starts opened across RAG, auth, semantic search, agent workflows, and eval loops.
Activation metrics
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Save, packet, publish, perks, agent runs, shares, and return signals tracked in the builder loop.
Daily loops
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Acquisition, activation, proof, and follow-up checks already mapped into daily automation.
Choose stack
Compare the path before an agent writes code.
Claim resources
Match credits and programs to real build intent.
Publish proof
Turn shipped work into a public project page.
Bring signal back
Shares and return visits feed the builder graph.
Default Postgres, auth, storage, realtime, edge functions, and vector path.
InsForge
Agent-native backend path for builders who want CLI/MCP-driven auth, data, compute, and deploy decisions.
Neon
Postgres branching path for teams that need database isolation, previews, and safer agent changes.
Appwrite
Open-source backend suite for auth, database, storage, functions, and self-hosted control.
PocketBase
Fast local/single-binary backend for demos, internal tools, and lightweight shipped proof.
Convex
Reactive app backend for builders who want functions, data sync, and less glue code.
Source-linked
proof state
Cloud Deploy· daytona.io
Secure sandbox infrastructure for running AI-generated code and agent workloads with isolated, stateful environments, fast startup, and SDK control over files, git, and processes.
Based on popular builder stacks until you save tools or publish a project.
Cloud Deploy· e2b.dev
Cloud sandbox and runtime infrastructure for AI agents and coding assistants, providing secure ephemeral environments for code execution, browser automation, and long-running tasks.
Based on popular builder stacks until you save tools or publish a project.
AI Agents· gofastmcp.com
Framework for building MCP servers, clients, and apps with Python-first abstractions, testing utilities, deployment workflows, and interactive UIs for production MCP integrations.
Based on popular builder stacks until you save tools or publish a project.
RAG Frameworks· firecrawl.dev
Web data API and open-source crawling stack for turning sites into clean markdown, structured data, and agent-ready content for RAG and automation pipelines.
Based on popular builder stacks until you save tools or publish a project.
Observability· helicone.ai
Open-source AI gateway and LLM observability platform for logging, tracing, routing, evaluation, caching, and usage monitoring across model providers and agent stacks.
Based on popular builder stacks until you save tools or publish a project.
Backend & Database· inngest.com
Open-source workflow orchestration platform for durable functions, background jobs, and AI workflows across serverless, servers, and edge runtimes.
Based on popular builder stacks until you save tools or publish a project.
RAG Frameworks· langchain.com
Framework for composing agents, RAG workflows, retrieval, and tool calls.
Based on popular builder stacks until you save tools or publish a project.
Observability· langfuse.com
Open-source LLM engineering platform for tracing, evals, prompt management, and metrics so teams can debug and improve production AI applications.
Based on popular builder stacks until you save tools or publish a project.
Voice AI Platforms· livekit.com
Open-source framework and cloud platform for building realtime voice, video, and multimodal AI agents with telephony, media pipelines, and production deployment tooling.
Based on popular builder stacks until you save tools or publish a project.
RAG Frameworks· llamaindex.ai
Data framework for document ingestion, retrieval, and RAG over private data.
Based on popular builder stacks until you save tools or publish a project.
AI Agents· mastra.ai
TypeScript framework for building AI agents, workflows, RAG, evals, and MCP-enabled applications with modern developer primitives.
Based on popular builder stacks until you save tools or publish a project.
AI Agents· mem0.ai
Open-source-friendly memory layer for personalized AI agents and chat apps.
Based on popular builder stacks until you save tools or publish a project.
Frontend· nextjs.org
React framework for production web apps, dashboards, and SaaS products.
Based on popular builder stacks until you save tools or publish a project.
AI Agents· openhands.dev
Open-source AI software development agent for delegating coding tasks, editing repositories, running commands, and iterating on fixes.
Based on popular builder stacks until you save tools or publish a project.
Observability· portkey.ai
AI gateway and observability layer for routing, guardrails, caching, logging, and spend control across LLM providers behind one API.
Based on popular builder stacks until you save tools or publish a project.
Analytics· posthog.com
Open-source product analytics, feature flags, session replay, and experiments.
Based on popular builder stacks until you save tools or publish a project.
AI Agents· ai.pydantic.dev
Python agent framework from Pydantic for production LLM applications with typed models, tools, evals, and structured outputs.
Based on popular builder stacks until you save tools or publish a project.
Vector Databases· qdrant.tech
Open-source vector database for semantic search, filtering, and RAG.
Based on popular builder stacks until you save tools or publish a project.
Email· resend.com
Transactional email API for developers shipping product notifications.
Based on popular builder stacks until you save tools or publish a project.
AI Agents· stagehand.dev
Open-source AI browser automation framework from Browserbase that combines natural-language actions with deterministic browser control for testing, scraping, and agent workflows.
Based on popular builder stacks until you save tools or publish a project.
Payments· stripe.com
Payments, subscriptions, checkout, invoices, and usage billing APIs.
Based on popular builder stacks until you save tools or publish a project.
Backend & Database· supabase.com
Postgres, auth, storage, realtime, and vector extensions for app backends.
Based on popular builder stacks until you save tools or publish a project.
Backend & Database· trigger.dev
Open-source durable execution platform for long-running jobs, AI workflows, and agent backends with retries, queues, and elastic scaling.
Based on popular builder stacks until you save tools or publish a project.
Hosting· vercel.com
Frontend cloud with preview deployments, serverless functions, and Next.js hosting.
Based on popular builder stacks until you save tools or publish a project.
Vector Databases· weaviate.io
Open-source vector database with managed cloud and hybrid search.
Based on popular builder stacks until you save tools or publish a project.
Auth· workos.com
Enterprise auth platform for SSO, SCIM, audit logs, and B2B identity workflows.
Based on popular builder stacks until you save tools or publish a project.
