Archive position — measured, not model output
0 likes on Devpost
2,264 of the 7,856 archived projects have more likes, and 5,592 share exactly 0 — so this project's #7,179 place in the like-ranked listing is a tie-break inside that group, not a ranking.
Projects (log scale)
Likes on Devpost. ▲ marks this project's group.
Show the figures
| Likes | Projects | Share of archive |
|---|---|---|
| 0 | 5,592 | 71.2% |
| 1 | 1,758 | 22.4% |
| 2 | 285 | 3.6% |
| 3–4 | 132 | 1.7% |
| 5–9 | 75 | 1.0% |
| 10+ | 14 | 0.2% |
Executive Summary
What the company appears to be
Telic is a self-reported smart assistant tool built for developers, leveraging AI models (specifically GPT-5.6) and developer technologies (Next.js, Node.js, TypeScript). The product is positioned as an AI-powered assistant that aligns with user intent and action.
What changed
No evidence of prior version or evolution — this is a new submission to the OpenAI 2026 hackathon, with no indication of prior development or iteration.
Single most important open question
Is there any evidence of actual usage, traction, or commercial viability beyond the hackathon submission?
What The Product Actually Is
The description states that Telic is “the smart assistant that cares about your end goal as much as you do.” It was built using Codex, GPT-5.6, Model Context Protocol, Next.js, Node.js, TypeScript, Vercel, and Vitest.
Evidence The author declares the product to be an AI-powered assistant for developers, built with specific technologies. However, no functional description or use case is provided beyond the tagline and tech stack.
Inference Based on the tech stack and context (hackathon), it likely integrates AI into a developer workflow, but this is not confirmed.
Positioning & Claim Evolution
The tagline states: “The smart assistant that cares about your end goal as much as you do. Intention meets action.”
Evidence This is a self-stated positioning claim, not verified or substantiated by any data or user feedback.
Inference The product is positioned to be an intelligent, goal-oriented AI assistant for developers, but there is no evidence of how it differentiates from other AI tools or whether this positioning has evolved from prior versions.
Target Customer & ICP
The author does not state who the target customer is beyond implying a developer audience due to the tech stack and hackathon context.
Evidence No explicit statement about target customer or ideal customer profile (ICP) in the description.
Inference The product may be aimed at developers, but this is speculative without further detail.
Business Model & Pricing Evidence
No information is provided on pricing, monetization strategy, or business model.
Evidence Not evidenced. The description does not mention any commercial aspects.
Technical & Delivery Signals
The project was built with:
- Codex
- GPT-5.6
- Model Context Protocol
- Next.js, Node.js, TypeScript
- Vercel
- Vitest
Evidence These are declared technologies used in the development of Telic.
Inference The use of GPT-5.6 and Model Context Protocol suggests integration with large language models (LLMs), but no information is provided on how this is implemented or delivered to users.
Traction & Maturity Signals
The project was submitted to the OpenAI 2026 hackathon, and the team size is listed as two members (MECATE AARON F., Gennievieve Begonia).
Evidence This is a hackathon submission. No evidence of traction, adoption, or user base.
Inference The project appears to be in early development, likely a prototype or proof-of-concept, with no indication of prior traction or product-market fit.
Competitive Context
No information is provided about competitors or the competitive landscape.
Evidence Not evidenced. The description does not mention any existing tools or platforms that Telic might compete with.
Key Risks & Red Flags
- Lack of evidence: No revenue, customers, or usage data.
- Unverified claims: Positioning and functionality are self-reported without substantiation.
- Early-stage prototype: Submitted to a hackathon, suggesting it is not yet mature or commercialized.
- No pricing or business model: No indication of how the product will be monetized.
Diligence Questions To Ask The Founders
- What specific problem does Telic solve for developers?
- How does Telic integrate with existing developer workflows?
- What is the intended user experience and delivery mechanism?
- Is there any prototype or early version available for review?
- What are the plans for product development beyond this hackathon submission?
Investment/Partnership Verdict
Not evidenced.
There is no evidence of traction, revenue, customer base, or commercial viability. The project is a hackathon submission with no indication of prior development or market validation. Any investment or partnership decision would require further evidence of product-market fit, user adoption, and business model clarity.
Source
Submitted to the OpenAI 2026 hackathon on Devpost. Project home on DevPost.
The analysis above was generated by a language model from the project's own one-line description. It is not independent research and contains no verified traction, revenue or customer data.