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The Brief
LATEST ASSESSMENT
RECON · 1d ago▼ Cooling· no activity in 31d· low confidence · single source· as of Nov 1

User (227 followers) is aggressively testing AI agent 'Dot' (Steven) for overnight app testing and UX work, reporting 8-hour autonomous bug-finding sessions and captcha bypassing. They are building a 'Duolingo for Math' and excited about OpenAI Dev Day features like Sol 6.1, Multiplayer Codex, and Decisions API. Key collaborations include @rezoundous, @thsottiaux, @cormachayden_, @draprints,…

AI agent 'Dot' for autonomous app testingDuolingo for Math projectOpenAI Dev Day features (Sol 6.1, Multiplayer Codex)
EvidenceRead from 20 posts1 tracked handleWindow Sep 22, 2026 – Sep 30, 2026
About

Toli (tolibear_) is a serial entrepreneur and co-founder of @bearish_af and xeetdotai, best known for scaling Drip Rewards to serve nearly 3 million members across 1,100+ communities. With over 14 years of experience founding and scaling digital ventures—from AI automation platforms and restaurant SAAS to e-commerce brands generating millions in revenue—Toli brings deep expertise in community engagement, product-market fit, and building platforms that align incentives between users and brands.

Background & Entrepreneurial Track Record

Toli's entrepreneurial journey spans multiple sectors and demonstrates a pattern of identifying market opportunities and scaling them rapidly. He founded Sideclick AI Automation (14 years), building an automation platform that gained significant traction in the early 2000s. He co-founded Avenue Media as a digital marketing agency before launching April Brands, which successfully brought over 200 innovative Shopify products to market across multiple verticals using advanced Facebook and Google advertising strategies.

During the COVID-19 pandemic, Toli founded FastShipFaceMask, a face mask distribution business that generated $10 million in revenue within 10 months and employed over 30 people—demonstrating his ability to execute rapidly under pressure. He also co-founded Kluck, a cloud-based restaurant management SAAS system (2019–2023) designed to help restaurant owners streamline operations, manage menus, and integrate with delivery platforms. His philosophy, captured in his personal tagline "Everything is a Game," reflects his focus on gamifying engagement and building systems where participants are incentivized to succeed together.

Drip Rewards & Community Infrastructure

Drip Rewards emerged from Toli's work at Bear Labs (founded 2021), where he first developed an internal Discord bot designed to solve digital community engagement and retention challenges. The success of this tool led to the launch of Drip Rewards as a standalone platform (January 2024). The platform provides a flexible, customizable solution for brands to create micro-economies that gamify engagement and develop "superfans."

Drip Rewards' growth to 3M+ members across 1,100+ communities demonstrates Toli's ability to build infrastructure that bridges Web2 and Web3 engagement mechanics. The platform's architecture allows communities to reward participation, track contribution metrics, and create sustainable incentive alignment—principles that directly influenced the design of the Bearish Berry economy (featuring Red Berry for engagement and Blue Berry for legacy value).

Bearish & Builder-First Movement

As co-founder of @bearish_af, Toli applies his community and product philosophy to create a builder-centric brand on @AbstractChain. Rather than a traditional NFT drop, Bearish is framed as a launchpad and incubator for AI agents, games, and consumer applications. Toli's emphasis on "no roadmap needed" reflects his ship-first culture: the project prioritizes shipped products and continuous launches over static promises.

Toli also leads Bearish Test Flight, a hands-on builder sprint program that teaches the community to develop apps and games using AI-assisted coding tools like V0.dev and the Abstract Wallet. These sprints, hosted daily and culminating in a Demo Day, reinforce Bearish's ethos that anyone can be a builder with the right tools and community support.

XEET.ai & Distributed Creator Economy

Alongside Scott (scottybmitch), Toli co-founded @XEET_ai, a SocialFi platform that blends Web3, AI, and creator incentives. XEET.ai rewards real influence through a creator tournament format that spans both Myriad Markets and Abstract Chain, extending Toli's focus on community incentive alignment into the AI-influencer space.


This profile was generated using public LinkedIn data, official Bearish blog articles, X posts, and founder commentary.

Recent developments

  • 2026-03-21 — Bearish Giphy Strategy Crosses 10 Billion Views After One Year — Toli, co-founder of Abstract-based project Bearish, reveals the brand's Giphy content strategy has accumulated 10 billion total views over 12 months of active execution. (@tolibear_)
  • 2026-03-26 — Bearish Brand Reverses Course, Approves IP Usage for Unnamed Abstract Launch — Toli, co-founder of the Bearish Web3 brand on Abstract, confirms the brand has communicated with and approved IP usage for an unnamed upcoming project launch. (@tolibear_)
  • 2026-04-05 — Founder Tolibear Reports GLM 5.1 Rivals Opus at One-Third Claude Code Cost — Serial entrepreneur Toli reports GLM 5.1 delivers Opus-level performance with 3x usage capacity at one-third the cost of Claude Code, citing a tip from Josh Shpig… (@tolibear_)
  • 2026-04-27 — Records Network Campaign Teased by Bearish Co-Founder Toli — Toli, veteran founder and co-founder of Bearish, hints at an upcoming campaign for Records Network on Abstract blockchain, sparking community anticipation. (@tolibear_)
  • 2026-05-06 — Goal Maker Major Upgrade Teased by Bearish Co-Founder Toli on Abstract — Toli, co-founder of Bearish on Abstract, hints at a significant upgrade to Goal Maker, though no details or timeline are provided. (@tolibear_)
  • 2026-05-07 — Goal Buddy Launches Open-Source Tool for Codex /goal Command — Toli Bear introduces Goal Buddy, an open-source tool preparing goal.md and state files for Codex's /goal command, with 148 GitHub stars from Shopify, Tencent, and Zendesk. (@tolibear_)
  • 2026-05-09 — NFT Industry Leaders Hold 4-Hour Post-Mortem Roundtable Led by Luca Netz — Toli reports on a 4-hour roundtable with ~20 founders and builders, calling for the NFT industry to move beyond 2021-era thinking. (@tolibear_)
  • 2026-05-11 — NFT Founders and Builders Convene in Miami to Chart Industry Maturation Path — Toli of bearish_af shares key takeaways from a private roundtable with ~20 NFT leaders at iglooinc HQ, focusing on moving beyond speculation to consumer brand… (@tolibear_)
  • 2026-05-12 — Goal Buddy Integrates With Claude Code via New /goal Command — Goal Buddy now supports the /goal command in Claude Code, enabling goal tracking directly from the terminal via npx goalbuddy. (@tolibear_)
  • 2026-05-13 — Goal Buddy Adds Subgoals, Parallel Agents, and Dark Mode on Abstract — Goal Buddy, a builder-focused Web3 brand on Abstract, announces new features including subgoals, parallel agents, dark mode, and reaching 500 GitHub stars. (@tolibear_)

Coverage

Last verified Jun 9, 2026
The Record
The Timeline

The record

Every dated thing we know · Oct 2025 → Oct 2026
October 202610 entries
Oct 29, 2026Assessment
Assessment — Bullish
In the last 36 days, @tolibear_ (227 followers) has been showcasing Dot, an AI orchestrator that spent 8 hours overnight testing and fixing bugs in his app, and also bypassing captchas. He's building 'Duolingo for Math' and reacting to OpenAI dev day features like ChatGPT-Notion integration. His tweets are a real-time experiment log of AI agent workflows, with collaborations via quotes from @OpenAI and others.
@tolibear_
Oct 26, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents (Dot/Steven) for automated testing and UX improvement over 8-hour sessions. Building a Duolingo-style math app and shipping micro-apps with minimal feature sets. Heavy OpenAI/Claude integration focus with recent hardware upgrades (4X RAM) to handle agent workloads.
@tolibear_
Oct 24, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents (Dot/Steven) for automated testing and UX improvement over 8-hour sessions. Building a math education app and celebrating ChatGPT's Notion integration (65❤️). Heavy focus on OpenAI's latest capabilities with infrastructure upgrades (4X RAM) to support agent workloads.
@tolibear_
Oct 22, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents (Dot/Astra) for productivity tasks over the past 3 weeks, reporting successful overnight bug-testing and UX improvements. Building a Duolingo-style math app and shipping micro-apps philosophy. High engagement with OpenAI announcements suggests early access or close following of AI tooling developments.
@tolibear_
Oct 19, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents (Dot/Astra) for automated testing and UX improvement over past 18 days, reporting 8-hour autonomous bug-hunting sessions. Also building a math education app and celebrating ChatGPT's Notion integration (65 likes). Heavy focus on OpenAI tooling post-DevDay with mentions of Sol 6.1, Multiplayer Codex, and Decisions API.
@tolibear_
Oct 17, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents (Dot/Astra) for automated testing and UX improvement over 16-24 days ago, reporting 8-hour autonomous work sessions. Currently building a math education app and celebrating ChatGPT's Notion integration. High engagement with OpenAI ecosystem post-DevDay.
@tolibear_
Oct 15, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents (Dot/Steven) for autonomous testing and UX improvement over 8-hour sessions. Building a math education app and shipping micro-apps philosophy. Recently upgraded hardware (4X RAM) ahead of OpenAI DevDay announcements, expressing enthusiasm about new AI capabilities like Decisions API and faster agents.
@tolibear_
Oct 12, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents (Dot/Astra) for automated testing and UX improvement over past 11-13 days, reporting 8-hour autonomous work sessions on their app. Also building a math learning app (Duolingo-style) and shipping micro-tools like Meth for Mac. High engagement with OpenAI's latest models and infrastructure.
@tolibear_
Oct 9, 2026Assessment
Assessment — Bullish
Developer actively experimenting with AI agents ("Dot") for autonomous testing and UX improvement over 8-hour sessions. 8 days ago reported Dot completed overnight bug testing on their app; also building a Duolingo-style math app and excited about OpenAI's latest capabilities post-DevDay. Low engagement (mostly <20 likes) suggests early-stage projects or niche audience.
@tolibear_
Oct 6, 2026Assessment
Assessment — Bullish
@tolibear_ (30.7K followers) is showcasing Dot, an AI orchestrator that autonomously tested his app for 8 hours overnight and bypassed captchas, highlighting a new wave of proactive AI agents. He's also building a 'Duolingo for Math' and hyping OpenAI's Dev Day updates like Sol 6.1 and Multiplayer Codex. Recent tweets (5-13 days ago) show bullish sentiment on AI tooling and micro-app development.
@tolibear_
September 202610 entries
Sep 30, 2026Activity
Praised Dot as a proactive orchestrator that bypassed captchas, then prompted it to run 8-hour website UX testing and reported being impressed with Astra's results.
bullish · Dot / Astra / UX testing
@tolibear_
Sep 29, 2026Activity
Praised ChatGPT replacing Notion, teased building a Duolingo for Math, and listed DevDay hopes: Sol 6.1, Multiplayer Codex, chat subs in apps.
bullish · ChatGPT / DevDay / math education
@tolibear_
Sep 28, 2026Activity
Pushed back meetings to work on a Mac sleep-prevention tool, advocated building micro-apps, and warned that Meta bans bots sent to Facebook.
neutral · micro-apps / mac tools / automation
@tolibear_
Sep 27, 2026Activity
Quadrupled his RAM to prep hardware for upcoming work while joking that AI psychosis is real and enjoyable.
bullish · hardware / AI / memory
@tolibear_
Sep 23, 2026Activity
Asked Opus 5.5 to create a 60-second trailer for an upcoming dripchain update, calling it 'Super > Artificial'.
bullish · AI / dripchain / trailer
@tolibear_
Sep 22, 2026Activity
Celebrated Opus 5.5's release, calling SOL 6 imminent and praising its Jev one-shot in Remotion and pure JavaScript.
bullish · Opus 5.5 / SOL 6 / Jev one-shot
@tolibear_
Sep 21, 2026Activity
Announced a sign-off from X, drawing 24 likes from followers.
neutral · announcement / social media
@tolibear_
Sep 20, 2026Activity
Weighed switching from near-daily ChatGPT subscription resets to a subscription alternative, and noted Granola shipped an Apple Watch app surpassing Pocket and PLAUD AI.
neutral · ChatGPT subscriptions / Granola / Apple Watch app
@tolibear_
Sep 19, 2026Activity
Lamented his ChatGPT account being nerfed, losing $80 resets and gpt-live-1 subscription access, and hinted at abandoning a project.
bearish · ChatGPT / subscription / AI tools
@tolibear_
Sep 17, 2026Activity
Got approved for access to Jev, argued desktop apps beat web apps, and joked about lifting more after locker-room progress.
bullish · Jev / desktop apps / fitness
@tolibear_
June 20263 entries
Jun 9, 2026★ MilestoneGraph · edge
Co-founded Xeet.ai, an InfoFi platform on Abstract for monetizing X influence, alongside @scottybmitch and founder @Pons_ETH.
high confidence
Jun 9, 2026★ MilestoneGraph · edge
Scott (@scottybmitch) and Toli (@tolibear_) co-founded Bearish (bearish.af) together and also co-founded Xeet.ai, the InfoFi platform on Abstract.
high confidence
Jun 9, 2026★ MilestoneGraph · edge
Toli co-founded Bearish, the builder-focused Web3 IP and ERC-404 brand on Abstract, bringing his Drip Rewards (3M+ users) consumer-product track record.
high confidence
May 20266 entries
April 20263 entries
March 202612 entries
February 20262 entries
December 20252 entries
Dec 17, 2025★ MilestoneGraph genesis
Added to the graph
tolibear_ entered the Descout entity graph — the start of its permanent record.
October 20251 entry
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