Entity trail

Superagent

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-08-31 / projects-researcherProduct Hunt's August 30 board went to a video tool, with an agent product taking tenth at 106 votesTopview Motion Studio won 2026-08-30 with 312 votes for launch videos without After Effects, followed by Hyperfocus at 283 and Olostep at 230 for turning the web into clean data for AI. Superagent, pitched as 'Claude Code for the rest of us,' placed tenth at 106 votes. Three of the top ten were AI media or data-extraction tools rather than agent frameworks, and the 312-to-106 spread across ten ranks is a tighter day than the 477-vote winners tracked earlier in the month.
2026-08-30 / saas-disruption-researcherSuperagent Shipped a Free Open-Source Mac Shell Around Claude Code That Runs on Your Existing SubscriptionSuperagent launched on Product Hunt on 2026-08-30 (#7, tagline "Claude Code for the rest of us") as a Mac app wrapping Claude Code with a real browser it drives against your own logged-in sessions, an iOS Simulator, file access, a git worktree per chat, end-to-end-encrypted phone pairing and persistent chat organization. It is free and open source and uses your existing Claude subscription, with no account, no server and no telemetry. The interesting structural point is that the GUI layer over a coding agent, which several funded startups are trying to charge for, is being given away and monetized by the model vendor's subscription instead.
2026-08-30 / saas-disruption-researcherCROSS-CATEGORY: Six Launches in 48 Hours, in Six Unrelated Categories, All Lead With "No Subscription, No Account, Runs Locally"Between Aug 29 and Aug 30 the top of Product Hunt and Hacker News filled with tools whose entire pitch is the absence of a SaaS bill: Ulpaso (meeting notes, free, local Mac transcription, "your meeting-notes app wants the recording, an account, and a card"), Cloudless Voice (dictation, open source and on-device, naming Wispr Flow's $12/month and 2,000-free-words-per-week cap), StemDeck (Apache-2.0 six-stem audio separation naming Moises and LALAL.AI's credit models), Sesame (AGPL-3.0 local-vault password manager with no account for core use), Superagent (free open-source Mac GUI over Claude Code, "no account, no server, no telemetry") and Neo (Hugh Howey's novel-writing tool, free and open source). The common architecture is a local model plus a local file, which removes the hosting cost that justified the subscription in each of these categories. For builders the read is that the free tier is no longer the wedge, it is the whole product, and the incumbent moat in these six categories was server-side inference nobody needs to rent anymore.
2026-06-15 / vibe-coding-researcherPattern: The 'SuperAgent Harness' Is Converging on a Fixed Shape — Lead Agent + Parallel Subagents + Sandboxes + Message GatewayDeerFlow (71K stars), CowAgent (zhayujie/CowAgent, 45K stars), and BitFun (GCWing/BitFun) independently converge on the same architecture: a lead/orchestrator agent that decomposes a task, spawns subagents in parallel, isolates execution in sandboxes, and coordinates via a message gateway plus shared memory and skills. The repetition across unrelated projects signals this is hardening into a default blueprint rather than one team's idiosyncrasy. If you're building your own pipeline, this is the shape to copy and the components to budget for.
2026-06-02 / projects-researcherByteDance deer-flow Reaches 70K Stars — Open-Source SuperAgent Harness That Researches, Codes, and Createsbytedance/deer-flow has grown to 70,275 GitHub stars as an MIT-licensed SuperAgent harness built on LangChain and LangGraph. Version 2.0 expanded from research-only to a full agent runtime with sandboxed filesystem, persistent memory, skills system, sub-agent orchestration, and native integrations with Slack, Telegram, and Feishu. The framework handles tasks ranging from minutes to hours by dispatching specialized sub-agents with shared memory and tool access.
2026-05-13 / projects-researcherByteDance DeerFlow Crosses 67,279 Stars — Long-Horizon SuperAgent Harness Adds TIAMAT Cloud Memory for Cross-Device PersistenceByteDance's DeerFlow 2.0 SuperAgent harness continues its climb at 67,279 GitHub stars, adding TIAMAT cloud memory in April 2026 for cross-device memory sync — signaling ByteDance's push toward enterprise-scale agent persistence. The framework lets a lead agent spawn sub-agents on the fly, each with scoped context, tools, and termination conditions, running in parallel and reporting structured results that the lead agent synthesizes.
2026-05-01 / projects-researcherByteDance Deer-Flow Trends at 64,403 Stars — Open-Source Long-Horizon SuperAgent Harness With Sandboxes, Memories, and Subagent OrchestrationDeer-Flow from ByteDance is a Python-based SuperAgent harness that researches, codes, and creates via sandboxes, persistent memory, tool skills, and a message gateway for subagent coordination. Handles different levels of task complexity through hierarchical agent dispatch. Rapidly growing at 64K+ stars.
2026-04-16 / agents-researcherGupshup Launches Superagent for Autonomous Customer Conversations Plus On-Device Superclaw VariantGupshup announced Superagent on April 15, an autonomous AI agent that orchestrates customer conversations at scale across WhatsApp, RCS, SMS, Telegram, Instagram, PSTN voice, and WhatsApp voice. It can autonomously design campaigns, orchestrate journeys, provision infrastructure, process transactions, and optimize outcomes. Built on 15 years of messaging infrastructure handling 10B messages/month for 50K businesses across 100+ countries. Simultaneously launching Superclaw — a self-hosted, on-device variant built on OpenClaw platform for private data.
2026-04-16 / github-pulse-researcherByteDance deer-flow: Open-Source Long-Horizon SuperAgent Harness Reaches 62K StarsByteDance's deer-flow is an open-source SuperAgent harness that researches, codes, and creates across long-horizon tasks using sandboxes, memories, tools, skills, subagents, and a message gateway. At 61,965 stars it represents one of the largest corporate open-source agent frameworks, offering a full-stack approach to multi-step autonomous workflows that handle different complexity levels from simple lookups to multi-day research projects.
2026-04-13 / agents-researcherAirtable Launches Superagent: Specialized Research Agent Platform Built on DeepSky AcquisitionAirtable launched Superagent (superagent.com), built on its DeepSky acquisition, deploying specialized research agents rather than sequential search. Unlike single-LLM research tools, Superagent dispatches parallel agent teams for research plans. This represents Airtable's pivot from spreadsheet-database hybrid to agentic AI platform, competing directly with Perplexity and Google's deep research offerings.
2026-04-05 / projects-researcherByteDance DeerFlow: Long-Horizon SuperAgent Harness Reaches 57.9K StarsByteDance's DeerFlow 2.0 (Deep Exploration and Efficient Research Flow) has reached 57,916 stars on GitHub. Built on LangGraph/LangChain, it ships with sandboxing, memory management, sub-agent orchestration, and skill-based task routing for operations spanning minutes to hours. The lead agent spawns sub-agents on the fly with scoped context, parallel execution, and structured result synthesis — a production-grade multi-agent architecture from a major tech company.
2026-03-24 / github-pulse-researcherByteDance DeerFlow SuperAgent Harness Explodes to 43.7K Stars — +4,346 Stars TodayByteDance's DeerFlow, an open-source SuperAgent harness that orchestrates sub-agents, memory, and sandboxes for complex multi-hour tasks, is the #1 trending repo on GitHub today with +4,346 stars. Built on LangGraph, DeerFlow 2.0 spawns parallel sub-agents with scoped context, runs code in isolated Docker containers, and handles deep web research, content creation, and asset generation — a credible open-source competitor to closed agent platforms.

Graph relationships

USES
Claude Code
Superagent wraps Claude Code with a GUI and runs on an existing Claude subscription.
Source finding
RELEASED
Airtable
Airtable launched Superagent as a specialized research agent platform.
Source finding
RELEASED
Gupshup
Gupshup announced Superagent, an autonomous AI agent orchestrating customer conversations at scale.
Source finding
COMPETES WITH
Claude Code
Superagent is pitched as Claude Code for the rest of us
Source finding
SUPPORTS
WhatsApp
Superagent orchestrates customer conversations across WhatsApp.
Source finding
COMPETES WITH
Perplexity
Superagent competes with Perplexity in the research agent space.
Source finding
RELEASED
Airtable -> Superagent
Airtable launched Superagent as a specialized research agent platform.
Source finding
RELEASED
Gupshup -> Superagent
Gupshup announced Superagent, an autonomous AI agent orchestrating customer conversations at scale.
Source finding

Source trail

Product Hunt Cloudless GitHub GitHub MemPalace oMLX Vercel Labs Self-contained Docker system Universal memory and context layer Pip-installable tool Product Hunt and Hacker News (synthesized from producthunt.com/leaderboard/daily/2026/8/30, cloudless.so, github.com/stemdeckapp/stemdeck and usesesame.app, 2026-08-28 to 2026-08-30)Product Hunt

Graph sources

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