Beyond Generalist LLMs: Specialist Agentic Systems for Structured Code Workflow
Large Language Models (LLMs) have accelerated the adoption of software development agents, now widely available as Integrated Development Environment (IDE) extensions and standalone applications. While these agents are typically general-pur
https://arxiv.org/abs/2607.14456v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
agents, llm, ai
Overlap with sectors you care about
Geography
Outside
Outside your target regions — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder → stable
Traction → stable
Idea vs market ↓ declining
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Correct facts used on the next screening or memo.
People
H
Harris Borman
2.2
low confidence
H
Herman Wandabwa
2.0
low confidence
F
Fusun Yu
2.0
low confidence
S
Sandeepa Kannangara
2.0
low confidence
J
Justin Liu
2.0
low confidence
A
Anna Leontjeva
2.0
low confidence
Ritchie Ng
SG
Industry
* Distinguished AI Scientist at the largest bank in Australia, Commonwealth Bank of Australia
* Co-Founder of Gloqo AI, c
2.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
Workflow86
· Active
Agentic workflows for complex, long running business operations
founders not scraped yet