Kevin Ghim 🧙‍♂️

Co-Founder & CEO at Summoner 🧙‍♂️ | Building the Infrastructure for the Agentic Web 🤖

[Kevin Ghim 🧙‍♂️ @kevinghim]

The AI agent world has been abuzz after @JayaGup10 and @ashugarg 's clear and widely shared post on context graphs.

One point that resonated with us: decision lineage only compounds if it’s captured at execution time, not reconstructed later from logs, Slack threads, or ETL pipelines.

Summoner Co-founder & CTO, Remy just published a response that reframes the conversation from an architectural lens, not positioning Summoner as the context graph, but as the execution and coordination substrate that makes decision traces cheap, structured, and portable by construction.

If you’re building or deploying agents in real workflows, this is worth a read 👇
https://t.co/HrQmj5ZEVd

[Kevin Ghim 🧙‍♂️ @kevinghim]

@benln Building https://t.co/uv55GKvx3z !

[Kevin Ghim 🧙‍♂️ @kevinghim]

@benln Building Summoner https://t.co/Hww2jq0yYn

[Kevin Ghim 🧙‍♂️ @kevinghim]

Spot on, autonomy is the throughline! One nuance I keep seeing: as autonomy scales, coordination becomes the real bottleneck.

Automating a single task is easy. Automating systems that span orgs, markets, and jurisdictions is where things get interesting - identity, incentives, trust, and auditability start to matter as much as intelligence.

Feels very similar to early crypto infra: the breakthroughs weren’t smarter logic, but shared rails that let autonomous actors interact safely.

[Kevin Ghim 🧙‍♂️ @kevinghim]

This resonates a lot @joaomdmoura. The “deterministic backbone + scoped intelligence” pattern is exactly what we’ve seen hold up in production too.

One failure mode I’d add: things work inside a single control plane, but start to break once agents need to coordinate across trust or ownership boundaries (different orgs, vendors, or security domains). At that point, architecture isn’t just about maintainability, it becomes about governance, identity, and auditability between systems, not just within them.

Deterministic structure turns out to be the only way to keep agency deployable once those boundaries appear. Curious if you’re seeing customers hit that wall yet as they expand beyond single-org workflows.

[Kevin Ghim 🧙‍♂️ @kevinghim]

This is fascinating. It feels like an early glimpse of coordination primitives rather than just ensembling - models acting as peers, critiquing, ranking, and deferring authority dynamically.

Makes me wonder if the next abstraction isn’t “better models” but better interaction rules between them - reputation, delegation, mobility, etc.
Feels like a rich design space.

[Kevin Ghim 🧙‍♂️ @kevinghim]

@hwchase17 Love this breakdown. It feels like it fully covers intra-system agent design.

The next fork I keep seeing is when agents aren’t co-resident or co-owned. Once coordination crosses org or trust boundaries, router/supervisor/state-machine assumptions start to break.

[Kevin Ghim 🧙‍♂️ @kevinghim]

@rdominguezibar KIT

[Kevin Ghim 🧙‍♂️ @kevinghim]

@hotpot_dao @Consensys @megaeth Congrats @hotpot_dao

[Kevin Ghim 🧙‍♂️ @kevinghim]

I'm helping test @friendtech, the marketplace for your friends on Base 🐰

Get the app and search for my Twitter username to be an early holder of my keys 🤗

[Kevin Ghim 🧙‍♂️ @kevinghim]

LFC is the new LFG! (I need a code!) @wallet_chat

[Kevin Ghim 🧙‍♂️ @kevinghim]

@vdWijden Is this happening on Beacon chain and are you seeing is the actual balance much higher than Sepolia's?

[Kevin Ghim 🧙‍♂️ @kevinghim]

@danfinlay I think the opposite applies too. When someone asks you a pedestrian question like “what do you do?” Don’t answer it immediately and beat around the bush for an unreasonable amount of time. Pontificate on how medieval court jesters were a worthy profession. It creates suspense.

[Kevin Ghim 🧙‍♂️ @kevinghim]

@ETHGlobal @mestevez @SheldonTrotman MetaMask released a way to view transaction insights earlier this year - uses Truffle to fetch and compile contract metadata and displays them. @sudolabel created a tool that allows a preview of the transaction by simulating it before it’s submitted. https://t.co/JUVj9jMeHV

[Kevin Ghim 🧙‍♂️ @kevinghim]

We're at a crypto market lull, I witness many passionate hackers preparing for the next bull wave. Here are some of my observations from #ETHNewYork @ETHGlobal

[Kevin Ghim 🧙‍♂️ @kevinghim]

@ETHGlobal @mestevez A web3 game creator @SheldonTrotman saw a lack of dapp gaming analytics, so he created it! Very impressed with his work that dynamically crawls, indexes, stores data for cohort analysis, retention. Uses decentralized MongoDB inspired no-SQL data storage! https://t.co/GCQx01NffG

[Kevin Ghim 🧙‍♂️ @kevinghim]

@FrederikBolding 👀 @frombarbaras

[Kevin Ghim 🧙‍♂️ @kevinghim]

What a week #ethnyc #daonyc #NFTNYC! During bear markets when noobs are pulling away, builders prepare for the next bull wave. I’ve witnessed so much energy, passion, and creativity! The best part - meeting my brilliant #metamask colleagues in person. Full report coming soon.