General LiquidityGeneral Liquidity

an applied product and research lab · 40.7128° N · 74.0060° W · est. 2026

Every thesis, every trade, every outcome compounds into a [ personal financial mobility engine ].

For the agentic generation that aims to participate in the programmable economy.

Classical statue with cracked marble, surrounded by a fracturing digital pattern.

[ the old order, fractured ]

The old institutions
are not coming back.

[ AGENTIC VIBE TRADING ] · ACCESS ≠ AGENCY · HUMAN ABOVE THE LOOP · CRYPTO · THE SEAM IS THE MOAT · PERSONAL FINANCIAL MOBILITY · EQUITIES · TOURISTS → LOCALS · OPERATOR-ALIGNED AGENTS · OWNING THE USER = MARGIN CAPTURE · DELEGATED EXECUTION · THE AGENTIC BUYER · RAW RAILS ≠ TRUST · MACHINE-NATIVE FINANCE · FINANCIAL HOME · THE AGENTIC GENERATION · APPLIED PRODUCT + RESEARCH · EVERYTHING IS A MARKET · [ CONTROL PLANE ]·

Read the thesis

“Access is not agency. Raw rails do not create trust. Raw models do not create judgment.”

Read more
log-001 · field note · 2026.04
[ the floor, after hours ]
01

The Agency Bottleneck

The underlying pieces are arriving quickly. Stablecoin research is already treating blockchain settlement as a serious alternative to incumbent payment infrastructure. Broker APIs already expose core financial operations directly to software, and programmable account infrastructure is making wallets more automatable and software-native. Agent-blockchain interoperability is now being framed as a live systems problem with real trust boundaries. Yet none of that is the same thing as agency.

Institutions already run fully systematized operations: research, thesis, sizing, execution, risk, review, compounding. Renaissance Technologies, Jane Street, HRT, Citadel. The top tier has iterated on systematic execution for decades. An institutional trader with a $200k salary has agents managing positions while a 24-year-old with a $40k salary is squinting at a candlestick chart on their phone. The asymmetry is the product financial institutions sell.

Access is not agency. Raw rails do not create trust. Raw models do not create judgment. The bottleneck is not opening the account. It is building an environment that can interpret signals, preserve context, route across fragmented systems, and make the seam between rails, venues, and operator intent legible enough for a user to act with real clarity and control. That is the gap we care about.

Access is not agency.
Raw rails do not create trust.
Raw models do not create judgment.
02

Convictions

The short form. The longer arguments live in our essays.

[ 01 ]

Access is not agency.

Everyone has an account. Almost no one operates one. The bottleneck is not the rail. It is the loop that turns conviction into a position, and a position into accumulated judgment over time.

[ 02 ]

The seam is the moat.

DeFi will not replace TradFi. Neobanks will not replace brokers. The real product is the integration layer where all of them coexist under one operator mandate.

[ 03 ]

Tourists check out. Locals negotiate terms.

Useful agents will operate like businesses. Persistent suppliers, negotiated rates, working capital. Not one-off retail consumers clicking through a funnel.

[ 04 ]

Routing is where the margin settles.

Once multiple venues satisfy the same operator job, the position that decides where the flow goes captures a share of every layer below it. Owning the operator means owning where the economics settle.

[ 05 ]

Programmability without agency is a trap.

More rails, more models, more access, and a population that understands less and less about what is happening to their money. The control plane between raw capability and operator intent is the product.

[ 06 ]

Markets are where the thesis becomes real.

Trading is the hardest proving ground for delegated action. Signals are live, feedback is immediate, consequences are measurable. Earning the right to operate capital here earns the right to expand outward.

An operator hunched at a maximalist workstation of CRT monitors, one glowing 'AI'.

[ the weight of what operators actually deal with ]

status_01

Scenes from the floor

The operator has existed since the first trading floor. What changes is the environment around them. We build the environment.

A single operator at a CRT monitor on an empty, wet 1980s trading floor at night.
[ the floor, after hours ]1986
Two modern operators at a wall of monitors running charts and order books.
[ monitors, charts, decisions ]2026
An anime-style operator at a desk of CRT monitors, city lights behind a glass wall.
[ solo workstation, city below ]lo-fi
An anime-style operator at a workstation with tickers, a flag, and the city behind.
[ the terminal, the flag, the city ]lo-fi
03

How we think

What we believe, staked in public. Every essay is a position on the record.

Visit the newsroom →
Overhead bird's-eye view of a deserted 1980s Wall Street trading floor, a single operator at the center.

[ the floor outlasts every institution on it ]

status_writing

04

Why we exist

Gordon starts in the terminal because the first users are serious operators who care about clarity, speed, auditability, and execution discipline more than ornamental product surfaces. The point is not to turn finance into chat. The point is to build an operator environment. If we can make delegated financial action trustworthy there, we earn the right to expand outward.

We build for [ human above the loop ], not human-in-the-loop. The operator sets the objective and supervises. The agent does the work. The operator is not a step in the pipeline.

Institutional crowd on the left, solitary operator at a terminal on the right.

[ agentic walled gardens ]

[ operator-aligned agents ]

The agentic economy is dividing in two. On one side: [ agentic walled gardens ]. Amazon’s agent only shops Amazon. Apple Intelligence only recommends Apple Pay. Google’s agent only routes to Google Travel. On the other side: an open web of [ operator-aligned agents ] that serve the operator against the platforms.

General Liquidity is deliberately non-aligned. No hidden revenue share with venues. No dark patterns. No OS lock-in. As the walled gardens accumulate structural conflicts of interest, demand for genuinely operator-aligned alternatives grows.

We are building the control layer for agentic finance. We started with trading because markets are the right proving ground. Dense with live signals, explicit feedback, fragmented infrastructure, and immediate consequences. In weaker categories a system can sound useful for a long time. In markets it has to become real.

05

The 10-year version

Overhead view of a single operator at the center of a circular trading pit, the city visible beyond.

[ building a financial home at home ]

status_10y

Pre-iPhone, you had a phone, an iPod, a PDA, a camera, a browser as separate objects. Post-iPhone, they became capabilities of one surface. Pre-GL, you have a broker, a bank, a neobank, a wallet, a DEX, a card, a tax tool, a yield vault as separate accounts. Post-GL, they are capabilities of one operator surface driven by agentic orchestration.

One control plane across [ TradFi ], [ NeoBanks ], and [ Web3 ]. The operator holds deposits across institutions for best rates, routes payments across rails for best cost, manages positions across venues for best fit, negotiates borrowing across lenders for best terms. The financial home is no longer a place the operator visits. It is the delegated orchestration layer that represents them.

Trading is step one because markets are where conviction, execution, and consequence meet fastest. Earning that ground earns the right to expand into the rest of personal finance, and eventually into a cross-modal operator surface that crosses every asset class and every financial modality. Personal financial mobility, end to end, for a generation that grew up expecting software to represent them.

The question we answer

06

Join us

A young operator at a workstation surrounded by monitors.

[ the operators we're looking for ]

status_hire

We’re hiring across infrastructure, design, growth, and trading. If you want to build serious systems for real financial operators, talk to us.

Open roles