Agentica, by @symbolica. An agent system that lets you interact with structured data and tools using natural language. Try it https://xitter.cf/t.co/uQDSRO9Ebx

Joined January 2026
Agentica Beta is live: chat to build long-running AI agents. Describe a task in plain English, connect your tools, and deploy an agent that keeps working in the background. This demo shows an agent tracking new San Francisco rental listings, as they appear. Just one example - you can build anything.
2
10
22
9,431
Agentica SDK achieved an unverified 36.08% on the 25 public ARC-AGI-3 games using the same harness we open-sourced a month ago. Average cost of $40 per game, and less than 2x the game actions taken by the second-best human players.
6
9
1
99
6,292
Agentica is not an ARC-AGI-3 specific 'harness'. It is a general purpose symbolic exoskeleton. You can use it to do any task. Interact with it directly here agentica.symbolica.ai/
10
8
6
148
29,601
We scored 36.08% on ARC-AGI-3 in one day using the Agentica SDK.
Readers added context they thought people might want to know
The title is misleading, this score is for the public demonstration set - quoted as being "intentionally easier for both humans and AI, with a stronger emphasis on clarity and fun". arcprize.org/media/ARC_AGI_…
71
124
93
1,341
420,766
The same SDK driving this score also powers agentica.symbolica.ai, where you can build long-running agents in chat. No sign-up, no code. Try it: agentica.symbolica.ai
1
2
75
19,252
For us, that's at 36.08% at $1,005 total cost... vs 0.25% for $8,900 with Opus 4.6 directly. We used the same harness from our previous open source ARC-2 solutions on ARC-3. Read more: symbolica.ai/blog/arc-agi-3 Code/Logs: github.com/symbolica-ai/ARC-…
5
6
5
129
23,789
Now using Agentica on ARC-AGI-3... will post results soon
Announcing ARC-AGI-3 The only unsaturated agentic intelligence benchmark in the world Humans score 100%, AI <1% This human-AI gap demonstrates we do not yet have AGI Most benchmarks test what models already know, ARC-AGI-3 tests how they learn
3
54
5,820
There are entire startups built just to do this. With Agentica, you can build it yourself in a few prompts: – drag and drop to analyze your CV – find high-fit roles – find hiring managers -write tailored cover letters – monitor new openings daily or weekly – alert you via email when there’s a strong match Takes minutes to build
2
1
13
1,225
Agentica retweeted
Today we are launching Agentica: agentica.symbolica.ai Most other agent systems can write and run short code snippets but they can't do long running tasks that involve code execution. Additionally, other systems struggle with tool usage by requiring bespoke MCP integrations or manual workflow configuration. This changes today. We built the first MCP-free dynamic coding agent that can interact with any tool or API you can throw at it with safety and correctness guarantees. It can perform tasks successfully over multi-hour long time horizons thanks to the reliability of the @agenticasdk at its core. Having Agentica complete complex tasks for you that involve structured data, using the web, etc feels like magic. I don't think any other tool today even comes close. Agentica is currently in beta so expect a few bugs here and there. Feedback is very welcome. Please feel free to DM me bug reports or feature requests! We can't wait to see what you build.
8
1
36
6,865
Agentica retweeted
Agentica Beta is live: chat to build long-running AI agents. Describe a task in plain English, connect your tools, and deploy an agent that keeps working in the background. This demo shows an agent tracking new San Francisco rental listings, as they appear. Just one example - you can build anything.
2
10
22
9,431
Join us this Thursday, 26th in London. We’ll be speaking about ARC-AGI-2 and ARC-AGI-3 at the London AI nerd meetup: what’s new, what’s changing, and what it means for agents. @its_hapenin @FireworksAI_HQ luma.com/z4i401h6
2
3
21
1,922
We have now solved all publicly available ARC-AGI-3 puzzles.🧩
40
72
38
1,070
225,437
Really cool to see teams already working on ARC-AGI-3 We'll have public replay links for every online run
5
7
2
146
11,815
I tried the ARC-AGI-3 test set, it’s quite well done, but I am sure AI models will solve it before year's end. It looks like it began before it was released ☺️. I suggest they already plan to release ARC-AGI-4 soon!
5
13
1
183
15,753