Review Machine · Master Review · AI agent repository
AutoGPT, the Significant-Gravitas repository
From the star rush that named the agent wave to the builder its README now sells
Across four editorial write-ups from 2023, one dated news report, four Hacker News threads and the repository's own files read on 2 October 2026, AutoGPT is two products under one name: an MIT-licensed agent the project now calls unsupported, and a Polyform Shield platform whose newest release was published on 30 September 2026.
On GitHub since 16 March 2023Stars, 2 October 2026 187,649Newest release platform-beta-v0.8.2Hosted plan from $50 a month, billed monthlyRead 2 October 2026Skip to the verdictRead as text
Verdict age
ProvisionalRepository facts current · editorial tier stops in 2023The repository facts were read on 2 October 2026 and the newest release is dated two days earlier. The editorial tier is three years and four months older: four write-ups, all from 13 April to 6 June 2023, so nothing in them can speak to the platform. The project ships releases weekly, so the release and star figures will move.
- Early · editors only
- Provisional · editors in, owners thin
- Settled · owner reviews read over months
From 20 sources to one verdict
Seven levels, in the same order in every Master Review. Each line is the takeaway; open a level for the evidence under it, or stop when you have enough.
What we read
20 sources, 2 Apr 2023 – 2 Oct 2026. News, forum and other tiers thin.
By tier, heaviest first
The repository, its licence file, its release list, its API figures, the pricing page and the 2023 archive of the repository page.
Four write-ups, 13 April to 6 June 2023. No established publication we could find has reviewed the current platform.
One dated report, 12 April 2023, carrying the first-month star figure.
Four Hacker News threads, 2 April to 14 October 2023, read through the public API's own figures rather than comment by comment.
Two 2026 overview pages. Both are directory or AI-authored write-ups and both are labelled where they are counted.
Date window
2 Apr 2023 to 2 Oct 2026
Editorial reviews 13 Apr – 6 Jun 2023 · News 12 Apr 2023Sources read on 2 October 2026, dated 13 April 2023 to 30 September 2026.
Couldn’t read, so not used
- Wikipedia, AutoGPTsearch result only; not opened as a page
- Reddit r/LocalLLaMA platform threadno thread body returned, twice
- Forbes membership wallarticle readable only above the wall
Where a page returned no body or stopped at a wall, nothing resting only on it was counted. No review list was paged and no site filter applied.
Read, then rejected
- Know Your Meme, Auto-GPT · undated community entry; the April 2023 star figure it repeats is the press's own
- ToolBrain, AutoGPT review 2026 · undated directory page; its figures are not sourced to an API or a page we can check
- Nolist, AutoGPT Platform · undated directory page; it still describes the hosted product as a waitlist beta
What they measured
187,649 stars and 607 open issues on 2 October 2026, against 30,000 stars reported in the first month. The hosted plans start at $50 a month.
Repository metrics, 2 October 2026
187,649starswith 45,974 forks and 607 open issues, from the repository API
GitHub · read 2 OctStars in the first month
30,000starsreported on 12 April 2023, three weeks after the repository was created
Tech Startups · 12 Apr 2023Hosted plans
50$/moPro billed monthly; the same page lists a Max tier above it
AutoGPT · read 2 OctWhere they agree
All four editorial write-ups describe the same loop. Three of the four reach for a name for the category.
One tick per editorial review, in order of publication:TN The New StackTC TechCrunchFO ForbesSA SiliconANGLE
The loop, not the chat window
4/4A program given a goal that plans, acts and iterates without a prompt for every step. T2Editorial
A name for the category
3/4Three of the four reach for a label while the category is still being named. T2Editorial
Setup was the entry fee
2/4A paid OpenAI key and a development environment before anything runs. T2Editorial T2News
What keeps coming up against it
The 2023 complaints are about what the software could not do. The largest item in the record is the project's own notice about its classic code.
The demonstration outran the software
Well documented · size unknown3/4describe a gap between what the demonstration suggested and what the software did.
- TechCrunch judged the capability far wider than it was deep
- The New Stack expectations for agents of this kind were still unformed
- SiliconANGLE a job could go awry if the software lost track of its moving parts
The repository's own notice under classic says the project is unsupported, dependencies will not be updated, and the codebase has known vulnerabilities and is for educational purposes only.
GitHub · read 2 Oct
A pull request merged on 13 November 2024 updates the documentation for that security deprecation.
GitHub · 13 Nov 2024
Four threads on the public API, 2 April 2023 to 14 October 2023, the launch thread carrying 174 comments and the October one 58. The figures are the API's; the comments were not read one by one.
Hacker News · 2 Apr 2023Hacker News · 13 Apr 2023Hacker News · 9 Oct 2023Hacker News · 14 Oct 2023
Running it cost money before it did anything
2/4A paid OpenAI key, and the project's own advice to set spending limits. T2Editorial T2News
The setup came before the result
2/4Python, a development environment and an API key before the agent runs at all. T2Editorial
Where they split
Four places the evidence pulls two ways, starting with what the name now means.
What the product is
A terminal agent you give a name, a role, an objective and up to five goals.
Against that: A visual builder, an agent marketplace and a hosted service.
Our readSame repository, 42 months apart: the release list's newest tag carries the word platform and the classic line stops at v0.4.2.
Open source, or source-available
The project describes itself as open source and publishes the platform's server and marketplace code.
Against that: The folder that runs the platform is under Polyform Shield, which is not a licence the Open Source Initiative recognises.
SoThe licence file decides, and what it forbids is building a competing hosted product from that folder.
Whether the classic code is maintained
It says classic still receives maintenance and security commits.
Against that: It says dependencies will not be updated and issues will not be fixed.
Both trueThe commits it still receives are the defensive kind, and neither source claims new capability.
What it meant at the time
Doubted the depth of the capability behind the demonstration.
Against that: Framed it as a step towards strong AI.
48 hours apartBoth are editorial, and the split is about what the project promised rather than what it shipped.
Who it's for, who should pass
For reading how the agent wave started, or for a hosted builder in beta. Pass if the licensing split is a problem, or if the 2023 loop is what you came for.
It suits you if
- You want to know how the 2023 agent wave began.The repository keeps the original under classic under the MIT License, and its own notice says what that code is.
- You want a hosted builder for scheduled, multi-step work.The newest release we could see was published on 30 September 2026, and the pricing page lists the hosted plans.
- You want to read the licence before you build on it.The MIT and Polyform Shield split is stated in the licence file and repeated in the README's own table.
Pass if
- You came for the 2023 autonomous loop.The repository's notice sends readers to the platform and calls the classic code unsupported, with known vulnerabilities.
- You need one permissive licence across the whole thing.The platform folder is not under one. Whether its terms allow your own use is a legal question this piece does not answer.
- You were going to read 187,649 stars as a quality signal.Stars are attention. The count spans two codebases under two licences, and the newer product is in beta.
The verdict
The 2023 write-ups describe a product the repository no longer ships. Everything sharp here is the repository's own.
AutoGPT is now two products under one repository and one star count: an MIT-licensed agent the project's own notice calls unsupported, and a Polyform Shield platform whose newest release was published on 30 September 2026.
Confidence, by tier
The repository, its licence, its release list and its API, read on 2 October 2026.
Four write-ups, 13 April to 6 June 2023, agreeing on what the 2023 software was.
One dated report, 12 April 2023.
Four Hacker News threads, 2 April to 14 October 2023, counted through the API's figures rather than read.
Two 2026 overview pages, both directory write-ups, one of them AI-authored.
- Editorial evidence
- 39–41 months old
- Newest report
- 12 Apr 2023
- Read
- 2 Oct · month 42
The star rush that made AutoGPT famous ended in a folder called classic.
Rests onThe repository's own release list has no tag on the original agent after v0.4.2 on 19 June 2023, and classic/README.md now calls that codebase unsupported, with known vulnerabilities.
Sources
20 sources, heaviest tier first. Every figure above comes from one of these.
- T1OfficialThe AutoGPT repository page as archived26 Sep 2023
- T1OfficialPull request 8632, docs for security deprecation13 Nov 2024
- T1OfficialGitHub REST API, repository metricsone unauthenticated call, 2 October 2026read 2 Oct
- T1OfficialAutoGPT README, masterread 2 Oct
- T1OfficialAutoGPT LICENSEread 2 Oct
- T1OfficialAutoGPT releasesread 2 Oct
- T1Officialclassic/README.md, unsupported noticeread 2 Oct
- T1OfficialAutoGPT pricingread 2 Oct
- T1OfficialIntroducing the AutoGPT Platformannouncement page with no date of its own; the licence change it describes is dated by the repository's first platform release, 31 October 2024read 2 Oct
- T2EditorialThe New Stack, AutoGPT agents want to automate ChatGPT13 Apr 2023
- T2EditorialTechCrunch, what is Auto-GPT and why does it matter22 Apr 2023
- T2EditorialForbes, Auto-GPT may be the strong AI toolreadable head only, membership wall below the first sections24 Apr 2023
- T2EditorialSiliconANGLE, how Auto-GPT will change AI chatbots6 Jun 2023
- T2NewsTech Startups, AutoGPT reaches 30k stars12 Apr 2023
- ForumHacker News, Auto-GPT launched2 Apr 2023
- ForumHacker News, Auto-GPT unmasked13 Apr 2023
- ForumHacker News, why AutoGPT engineers ditched vector databases9 Oct 2023
- ForumHacker News, a $12M round reported14 Oct 2023
- OtherChatForest, from viral experiment to continuous agent platformpublished by a named AI agent on an AI-native publication6 May
- OtherPromptQuorum, MIT classic against the paid platformread 2 Oct
MethodOn 2 October 2026 we read four editorial write-ups from 13 April to 6 June 2023, one dated news report, four Hacker News threads, the repository's own README, licence, release list and API figures, its pricing page and two 2026 overview pages, by web search and plain page fetch, and synthesised them with AI; we installed nothing and tested nothing.
Dates without a year are 2026.
The review as text
The repository Significant-Gravitas/AutoGPT was created on 16 March 2023. On 2 October 2026, the day we read it, it carried 187,649 stars, 45,974 forks and 607 open issues, and its newest release was autogpt-platform-beta-v0.8.2, published on 30 September 2026.
We read four established editorial write-ups of AutoGPT, dated 13 April to 6 June 2023, one dated news report from 12 April 2023, four Hacker News threads from 2 April to 14 October 2023, the repository's README, licence, release list and the notice on its classic code, its pricing page, and two 2026 overview pages. No established publication we could find has published a full review of the current product. Nothing here was installed, run or tested.
Consensus
The 2023 write-ups agree on what AutoGPT was. TechCrunch, on 22 April 2023, explained it as GPT-3.5 and GPT-4 paired with a companion bot that instructs them what to do. The New Stack, on 13 April 2023, put it in a class with BabyAGI and Microsoft's JARVIS. Forbes, on 24 April 2023, described it breaking a larger task into sub-tasks and coordinating them. SiliconANGLE, on 6 June 2023, described a user setting a name, a role, an objective and up to five goals. All four editorial write-ups describe the same loop: the program asks and answers its own follow-ups until a goal is met.
The repository answers a different question about itself. Its README opens by promising agents that finish the work, and its first instruction is to sign up for the hosted platform. Its licence file splits the repository in two: everything inside the autogpt_platform folder is under the Polyform Shield License, and everything outside it, including the original agent kept in classic, is under the MIT License. The README's own licence table says the platform folder is free for personal and internal business use and cannot be sold as a competing hosted service.
The confidence is lopsided, and that is worth saying plainly. The repository facts are strong: they come from the repository, its API and its licence file, read on one day. The editorial tier is strong about 2023 and silent about everything after 6 June 2023. A reader who wants the current platform has, from the sources we could reach, directory write-ups and the maker's own pages.
Recurring strengths
The loop, not the chat window. All four editorial write-ups describe autonomy as the point: a program given a goal that plans, acts and iterates without a prompt for every step. TechCrunch, Forbes, The New Stack and SiliconANGLE each spend their opening explaining that same idea.
A name for the category. Three of the four reach for a label while writing it, and the labels they reached for are ordinary words now.
Files that answer for themselves. The README, the licence file and the release list are readable without an account, and they carry the sharpest facts here. That is a strength of the subject rather than of its reviewers.
The attention, which is not a strength. The GitHub REST API reported 187,649 stars and 45,974 forks on 2 October 2026. Tech Startups reported 30,000 stars on 12 April 2023, three weeks after the repository appeared. Stars are attention: they say how many people looked, not how many were satisfied.
Recurring complaints
The 2023 complaints are about what the software could not do.
The demonstration outran the software. TechCrunch judged on 22 April 2023 that the capability was far wider than it was deep. The New Stack reported on 13 April 2023 that expectations for agents of this kind were still unformed. SiliconANGLE described a job that could go awry if the software lost track of its moving parts. Three of the four editorial write-ups raise the same doubt.
Running it cost money before it did anything. Tech Startups reported on 12 April 2023 that the project's own authors warned that running it can be costly and told users to set spending limits. TechCrunch and SiliconANGLE both noted the paid OpenAI key the software needs before it does anything. Two editorial write-ups and one news report carry it.
The complaint the repository now makes about itself is the largest item here, and it is not a reviewer's. Under classic, the repository says the project is unsupported, that dependencies will not be updated, and that the codebase has known vulnerabilities and is for educational purposes only. A pull request merged on 13 November 2024 updates the documentation for that security deprecation. We report it as the maker's own notice.
Where reviewers split
What the product is. The four editorial write-ups describe a terminal agent you give a goal to. ChatForest, on 6 May 2026, and PromptQuorum describe a visual builder, an agent marketplace and a hosted service. Both are true of the same repository, and the release list dates the change: the newest tag carries the word platform, and the classic line stops at v0.4.2.
Whether it is open source. The README and the platform announcement both describe the project as open source, and the licence file splits it in two. PromptQuorum reads that split the other way and says the platform folder is source-available rather than open source. The licence file is the document that decides, and what it forbids is building a competing hosted product from the folder.
Whether the classic code is maintained. PromptQuorum says classic still receives maintenance and security commits. The repository's own notice says dependencies will not be updated and issues will not be fixed. Both are about the same folder, and the difference is what maintained is being asked to cover.
What it meant at the time. TechCrunch, on 22 April 2023, doubted the depth. Forbes, two days later, framed it as a step towards strong AI.
Who it suits
You want to know how the 2023 agent wave began. The repository keeps the original under classic under the MIT License, and its own notice tells you plainly what you are picking up.
You want a hosted builder for scheduled, multi-step work. The newest release we could see is autogpt-platform-beta-v0.8.2, published on 30 September 2026, and the pricing page lists Pro at $50 a month billed monthly.
You want to read the licence before you build on it. Everything outside the autogpt_platform folder is MIT, the platform folder is Polyform Shield, and the README's own table says which is which.
Who should pass
You came for the 2023 autonomous loop. It is not the product now. The repository's notice sends readers to the platform and calls the classic code unsupported, with known vulnerabilities.
You need one permissive licence across the whole thing. The platform folder is not under one, and whether its terms allow your own use is a legal question; this piece reads published reviews and does not answer it.
You were going to read 187,649 stars as a quality signal. Stars are attention. That count spans two codebases with two licences, and the newer product is in beta.
One verdict a week: the most useful Master Review we finished, the complaint that kept appearing, and who should skip it. Read the weekly verdict.
Sources
GitHub REST API, repository metrics, read 2 October 2026 (official). AutoGPT README on master, read 2 October 2026 (official). AutoGPT LICENSE, dual MIT and Polyform Shield, read 2 October 2026 (official). AutoGPT release list, read 2 October 2026 (official). classic/README.md, the unsupported notice, read 2 October 2026 (official). Pull request 8632, docs for the security deprecation, merged 13 November 2024 (official). AutoGPT pricing page, read 2 October 2026 (official). Introducing the AutoGPT Platform, the licensing announcement, read 2 October 2026 (official). The repository page as archived on 26 September 2023 (official). TechCrunch, what is Auto-GPT and why does it matter, 22 April 2023 (editorial). The New Stack, AutoGPT agents want to automate ChatGPT, 13 April 2023 (editorial). Forbes, Auto-GPT may be the strong AI tool, 24 April 2023 (editorial). SiliconANGLE, how Auto-GPT will change AI chatbots, 6 June 2023 (editorial). Tech Startups, AutoGPT reaches 30k stars, 12 April 2023 (news). Hacker News, Auto-GPT launched, 2 April 2023 (forum). Hacker News, Auto-GPT unmasked, 13 April 2023 (forum). Hacker News, why AutoGPT engineers ditched vector databases, 9 October 2023 (forum). Hacker News, a $12M round reported, 14 October 2023 (forum). ChatForest, from viral experiment to continuous agent platform, 6 May 2026 (other). PromptQuorum, MIT classic against the paid platform, read 2 October 2026 (other).
On 2 October 2026 we read four editorial write-ups from 13 April to 6 June 2023, one dated news report, four Hacker News threads, the repository's own README, licence, release list and API figures, its pricing page and two 2026 overview pages, by web search and plain page fetch, and synthesised them with AI; we installed nothing and tested nothing.
One verdict a week.
Every week, the most useful Master Review we finished: what the internet agrees on, the complaint that kept appearing, and who should skip it.