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    Grep AI pitches agents that turn repetitive operational tasks into reusable code

    Founder AJ Asver describes shifting repeated steps into code while reserving more intensive AI reasoning for exceptions.

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    TLDR

    Grep AI is pitching agents that handle operational tasks by turning repeated steps into code and reserving intensive AI reasoning for exceptions. Founder AJ Asver reports more than 250,000 hours saved across customers and more than 80% of traders onboarding without manual intervention at IG. Those figures lack independent verification in the cited material. The company describes audit logs, cost controls and workflow checks.

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    3 Sources, first seen 1h ago

    Combined views

    43.8K

    3 Sources, first seen 1h ago

    296 likes

    Useful links

    GREP AI

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    RuntimeWire

    Grep launches AgentRun, says code-first harness cuts agent costs 91%

    GREP AI

    About Grep — More time for what matters to you
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    Grep AI is pitching agents that handle repetitive operational tasks and turn recurring steps into reusable code. In an Oct. 5 announcement, founder AJ Asver described a system that reserves more intensive AI reasoning for exceptions and unfamiliar cases.

    Featured Source

    Sentiment

    Positive71.4%28.6%Negative

    Based on 49 sentiment-bearing replies from 47 accounts across 2 conversations.

    Useful Links

    GREP AI

    Loops and Monitors: High-Stakes Work on Autopilot

    RuntimeWire

    Grep launches AgentRun, says code-first harness cuts agent costs 91%

    GREP AI

    About Grep — More time for what matters to you
    Today's Rank

    #7

    Today's Rank

    #7

    The work he describes includes gathering information, checking it against a procedure and deciding what happens next. Grep calls its harness AgentRun, the software that manages how an agent carries out a job. Its product site describes using smaller models and code for repeated steps while leaving judgment to frontier models.

    Customer results remain company claims

    Asver said Grep agents review compliance alerts at IG, a U.K. online brokerage, helping more than 80% of traders onboard without manual intervention. He also said customers including IG, Airwallex, Worldpay, FV Bank and Citizens Bank had saved more than 250,000 hours of operational work across uses such as onboarding, document verification and underwriting.

    Those are company-reported figures. The announcement does not give their measurement period or calculation method, and the cited material does not independently verify the results.

    Y Combinator's profile lists Grep in its Fall 2026 batch and identifies Asver as a founder. The company describes on-demand, scheduled and batch operation through its console, MCP, API or SDKs, with sandboxes, audit logs and cost controls. Its site says candidate workflows are tested before activation and each run records the workflow version it used.

    Sentiment

    Positive71.4%28.6%Negative

    Based on 49 sentiment-bearing replies from 47 accounts across 2 conversations.

    5 Sources

    Y CombinatorGrep AI: AI agents that automate high-stakes knowledge work you can't afford… | Y Combinator
    grep.aiManaged agent workforce that scale your work | GREP AI
    @_ajWe're building self-improving agents to automate tedious, repetitive operational work @GrepdotAI. At IG, a UK online brokerage, Grep agents review compliance alerts, helping over 80% of traders onboard without manual intervention. IG is now a FTSE 100 company. Operational work often means following a specific procedure, gathering information from different sources, checking it against what's needed, and deciding what to do next. The steps are repetitive, but no job is the same, making the work tedious to do by hand and hard to automate with workflows alone. Meanwhile, using frontier agents to reason through every task is often too expensive to scale. http://Grep.Al gives you an agent workforce that: -> Takes minutes to create and are domain experts with the right skills and tools from day one. -> Learn from every run, moving repeatable steps into code and workflows and saving frontier intelligence for exceptions and unfamiliar cases. -> Get smarter and cheaper as they scale using our AgentRun harness. -> Runs on our managed agent platform with secure sandboxes, audit logs, evals, cost controls, team sharing, and access controls included. Grep AI agents are available on demand and can run on schedules or in batch. Access them via the console, MCP, API, or SDKs that integrate into your existing workflows. Our customers, including IG, Airwallex, Worldpay, FV Bank, and Citizens Bank, have saved more than 250,000 hours of operational work with Grep Al agents across onboarding, doc verification, compliance, underwriting, operations, HR, GT ops, market research, and business intelligence. If operational bottlenecks are slowing your business down, create an agent workforce with Grep to automate them in minutes. P.S. We're in the @ycombinator Fall 2026 batch!1h
    @garrytanHarnesses from labs have an incentive to burn tokens, which means harnesses from startups have a real utility, like how Grep can automatically swap token burn into deterministic tested code that is repeatable just by observing agent use1h
    @ycombinatorRT @_aj: We're building self-improving agents to automate tedious, repetitive operational work @GrepdotAI. At IG, a UK online brokerage, Gr…1h

    Useful Links

    GREP AI

    Loops and Monitors: High-Stakes Work on Autopilot

    RuntimeWire

    Grep launches AgentRun, says code-first harness cuts agent costs 91%

    GREP AI

    About Grep — More time for what matters to you

    5 Sources

    Y CombinatorGrep AI: AI agents that automate high-stakes knowledge work you can't afford… | Y Combinator
    grep.aiManaged agent workforce that scale your work | GREP AI
    @_ajWe're building self-improving agents to automate tedious, repetitive operational work @GrepdotAI. At IG, a UK online brokerage, Grep agents review compliance alerts, helping over 80% of traders onboard without manual intervention. IG is now a FTSE 100 company. Operational work often means following a specific procedure, gathering information from different sources, checking it against what's needed, and deciding what to do next. The steps are repetitive, but no job is the same, making the work tedious to do by hand and hard to automate with workflows alone. Meanwhile, using frontier agents to reason through every task is often too expensive to scale. http://Grep.Al gives you an agent workforce that: -> Takes minutes to create and are domain experts with the right skills and tools from day one. -> Learn from every run, moving repeatable steps into code and workflows and saving frontier intelligence for exceptions and unfamiliar cases. -> Get smarter and cheaper as they scale using our AgentRun harness. -> Runs on our managed agent platform with secure sandboxes, audit logs, evals, cost controls, team sharing, and access controls included. Grep AI agents are available on demand and can run on schedules or in batch. Access them via the console, MCP, API, or SDKs that integrate into your existing workflows. Our customers, including IG, Airwallex, Worldpay, FV Bank, and Citizens Bank, have saved more than 250,000 hours of operational work with Grep Al agents across onboarding, doc verification, compliance, underwriting, operations, HR, GT ops, market research, and business intelligence. If operational bottlenecks are slowing your business down, create an agent workforce with Grep to automate them in minutes. P.S. We're in the @ycombinator Fall 2026 batch!1h
    @garrytanHarnesses from labs have an incentive to burn tokens, which means harnesses from startups have a real utility, like how Grep can automatically swap token burn into deterministic tested code that is repeatable just by observing agent use1h
    @ycombinatorRT @_aj: We're building self-improving agents to automate tedious, repetitive operational work @GrepdotAI. At IG, a UK online brokerage, Gr…1h