AI Agents Do Not Fail Alone:The Context Fails First
Context engineering has become central to building reliable AI agents, yet it remains largely unmeasured. Agents do not fail in isolation: their behavior is shaped by the instructions, tools, memory, retrieved knowledge, guardrails, and unt
https://arxiv.org/abs/2607.14275v1 ↗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, ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — 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.
Activity & evidence
Similar baseline plays (YC · idea space)
ReasonBlocks
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The runtime layer that makes AI agents cheaper and more reliable
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The Context Company
· Active
Monitor AI agents and understand user behavior
founders not scraped yet