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Almanac launches agent to inject live company knowledge into LLM calls

By PulseAugur Editorial · [1 sources] ·

Almanac, a Y Combinator S26 startup, has launched an agent designed to solve the context-persistence problem in LLM applications. Their system, named Hermes with a brain, maintains a live, self-updating wiki of company knowledge by compiling data from connected tools like Slack, Gmail, and GitHub. This wiki is used to inject relevant, permission-aware context into every LLM call, addressing issues of stale information, data leakage, and token budget limitations common in existing retrieval-augmented generation systems. AI

IMPACT This tool aims to improve the reliability and context-awareness of LLM agents in enterprise settings by solving common data injection and permission issues.

RANK_REASON This is a product launch from a startup, not a frontier model release or significant industry event.

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Almanac launches agent to inject live company knowledge into LLM calls

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13 / 100
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Tool
This is a product launch from a startup, not a frontier model release or significant industry event.
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product, infra
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High
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Breaking (< 6h)
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COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · mech.app ·

    Almanac's Company-Context Agent: How YC S26 Wires Internal Knowledge into Every LLM Call

    <p>Almanac (YC S26) launched with a promise to solve the context-persistence problem that breaks most multi-agent financial systems: agents that forget company policies between calls, hallucinate org structure, or ask the same questions twice. Their pitch is "Hermes with a brain,…

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