Last verified 15 Oct · updated daily

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Swamp Club

Behavior-centric platform for building deterministic AI automation

3 open rolesSeed · $7M
Size
—
Backers
APSGPEV+1
HQ
San Francisco
Industry
AI

Open roles at Swamp Club

3 positions we're tracking, re-checked daily

  • Product Engineer (inferred: the two non-founder hires are Principal Product Engineers)

    San Francisco, USASeniorFirst seen today
    Apply ↗
  • Developer Relations / Community (inferred: extensions registry, leaderboard, podcast)

    San Francisco, USASeniorFirst seen today
    Apply ↗
  • Solutions / Customer Engineer (inferred: enterprise case studies like Xero)

    San Francisco, USAMid-levelFirst seen today
    Apply ↗

Tracking Swamp Club

Last checked October 15, 2026

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  1. LiveWatching Swamp Club0 applicants
  2. +2hRole spotted & verified1 applicant
  3. +4hYou get the alert1 applicant
  4. Day 3You've applied~8 applicants
  5. Day 7+Hits the job boards250+ applicants

The product

What Swamp Club is building

Swamp is a platform for building AI automation out of behaviors instead of free-running agents. Swamp calls this behavior-centric design, and the core idea is to separate understanding from execution. A behavior is a unit of work with typed inputs and outputs, versioned data schemas and isolated access to credentials. Behaviors compose into deterministic workflows that call an LLM only at the step that actually needs reasoning. The model doesn't decide what happens next at every turn. It is harness-agnostic. You build behaviors from Claude Code, Codex, Cursor, VS Code or OpenCode, and they run from the CLI, an agent, Slack or an API. They can scale out through a central server with remote workers. Credentials live in encrypted vaults the agent never sees. Every run is tracked and exportable over OpenTelemetry, and behavior data is versioned and queryable across a team. There's a public extension registry covering cloud providers, databases, observability and SaaS tools, and the community has published more than 1,500 extensions since the first prototype in March 2026. This is the infrastructure-as-code worldview applied to agents. The founding team (Adam Jacob, Nick Stinemates, Paul Stack, John Watson, Mahir Lupinacci) comes out of Chef and System Initiative, and Swamp reads like their answer to the question 'what does a repeatable, auditable unit of automation look like when an LLM is in the loop?'

The money

Why this matters

Agent reliability and cost are now the blocking problems, not capability. Swamp's release cites Gartner's prediction that over 40% of agentic AI projects will be canceled by 2027. Swamp's own numbers make the deterministic case concretely. In an open-source trip-planner comparison published on GitHub, the Swamp agent used 1,183 input tokens to LangChain's 24,611 (about 14x fewer), at roughly a sixth of the cost per plan. The company also reports an 8x token reduction on a production code-review workflow. These are vendor benchmarks, but they're published and reproducible, which is more than most agent frameworks offer.

Investors: Amplify Partners (Sunil Dhaliwal, General Partner), Encoded Ventures, Angels: select angels (unnamed)

The outlook

Hiring outlook

The press release points to open roles on the Ashby board, and a $7M seed for a team of about five (per RuntimeWire) implies hiring. But no specific roles were publicly listed when we checked, so this is implied, not explicit.

Hiring intensity6/8

Working at Swamp Club

Swamp Club is a AI company based in San Francisco, USA. For a AI company this size, the reality is opportunity to shape your role based on the company stage.

Most Swamp Club jobs are based in San Francisco, USA.

How to actually get hired at Swamp Club

Why applying the normal way doesn't work

Swamp Club has an ATS but the real pipeline is referrals → sourced → recruiter picks → cold apps. You can still get through, but know where you stand.

Who to contact at Swamp Club

Who decides
the hiring manager
Best channel
LinkedIn or direct email

What to show them

Publish a real Swamp extension for a service the registry doesn't cover yet, then write a short side-by-side of the same workflow as a LangChain agent vs. Swamp behaviors, with token counts. That's the same methodology Swamp used in its own trip-planner benchmark.

A cold email that works at Swamp Club

Subject: Product Engineer (inferred: the two non-founder hires are Principal Product Engineers), [your one-line proof]
Hi Adam, I took your trip-planner benchmark seriously and reran the methodology on a workflow I actually run at work, [name it]. Here are the token counts for Swamp behaviors vs. the agent version, and the extension I published to get there. I'd like to build more of the registry with you.
Get personalised templates →

What Swamp Club screens for

Amplify Partners backs deeply technical infrastructure founders, and Sunil Dhaliwal's quote ('ship agentic automation that works, not sometimes works') is the whole bet. This is a reset for a battle-tested founding team. The Swamp company was founded in February 2026, had a prototype in March, shipped GA in October and already has 1,500+ community extensions. A tiny team with a large open-source surface means early hires will own big chunks of the product. The fastest way in is to publish a Swamp extension or write-up first, because the community feed and leaderboard are exactly where this team looks.

Tailor your CV to the specific Swamp Club role rather than sending a general one. Applications that mirror the language of the job description clear automated filters at a materially higher rate.

Avoid

Don't make these mistakes

Don't open with 'agents are the future.' Adam has spent two decades arguing for deterministic, declarative automation (Chef, then six years at System Initiative), and Swamp's whole pitch is that LLM-centric agents are fragile and expensive. Enthusiasm for autonomous agents runs against the thesis. Also skip any 'I've used Chef' nostalgia unless it comes with a real point about where config management broke for you.

Mistakes that kill Swamp Club applications

  • Don't send the same CV you sent everywhere else. At people it's obvious, and it's the fastest rejection there is.

  • Lead with their problem, not your ambition. Swamp Club is focused on Agent reliability and cost are now the blocking problems, not capability — show you understand that.

  • Don't apply and wait. The median AI application gets no response ever. One follow-up at day five roughly doubles reply rates.

Tracking Swamp Club

Applying to Swamp Club? Get the contact, not the form.

Notify me when Swamp Club hires

The Swamp Club interview process

4 stages14 days typicalTake-home: yesModelled from similar companies

We don't yet have verified candidate reports for Swamp Club. What follows is the typical process for a -person AI company, so treat it as a model, not confirmed detail.

Interview stages

  1. 1

    Recruiter Screen

    Phone or video · 30 min

    What it testsBasic qualification and logistics
    Usually run byRecruiter or HR
  2. 2

    Hiring Manager Interview

    Video call · 45 min

    What it testsRole fit and experience deep-dive
    Usually run byHiring manager
  3. 3

    Technical/Functional Round

    Video call · 60 min

    What it testsSkills assessment and problem-solving
    Usually run byTeam members
  4. 4

    Final Round

    In-person or video · 60 min

    What it testsCulture fit and cross-functional alignment
    Usually run bySenior leadership

Swamp Club take-home assignment

Swamp Club includes a take-home exercise in their interview process. For AI roles, this typically involves a practical problem that takes 2-4 hours. Focus on clean, working code over premature optimization. They're evaluating how you think and communicate, not just the solution.

Swamp Club interview timeline

Swamp Club runs about 14 days from first contact to offer. The median for AI companies at people is 14 days, so Swamp Club is about average than most.

Interviewed at Swamp Club?

Tell us how it went: stages, questions, timeline. Takes 90 seconds and it's how this page stays accurate for the next person.

Submit your Swamp Club interview experience →

Swamp Club jobs, frequently asked questions

How many jobs does Swamp Club have open?

We're tracking 3 active openings at Swamp Club (verified October 15, 2026).

Does Swamp Club hire remotely?

Currently, Swamp Club only has in-office roles in San Francisco, USA.

What roles is Swamp Club hiring for?

Swamp Club is hiring across Engineering. The most recent opening is Product Engineer (inferred: the two non-founder hires are Principal Product Engineers).

How do I apply for a job at Swamp Club?

Click through to apply, or see our detailed guide on landing a job at Swamp Club.

Does Swamp Club respond to cold emails?

We haven't verified response rates at Swamp Club yet.

Who is the hiring manager at Swamp Club?

At this size, hiring is usually run by the hiring manager.

How competitive is it to get hired at Swamp Club?

Expect 100-250 applicants in the first two weeks for AI roles at this size. Apply within 72 hours for best odds.

How many rounds is the Swamp Club interview?

4 stages: Recruiter Screen, Hiring Manager Interview, Technical/Functional Round, Final Round.

Is the Swamp Club interview hard?

The interview emphasizes technical depth and system design over abstract problems. Hardest stage: Technical Interview.

Does Swamp Club give a take-home task?

Yes, Swamp Club includes a take-home assignment.

How long does Swamp Club take to get back to you?

Around 14 days across the full process.

What should I prepare for the Swamp Club interview?

Study technical depth and system design. At this size (), they care about self-sufficiency over textbook knowledge.

Where is Swamp Club based?

Swamp Club is headquartered in San Francisco, USA.

Tracking Swamp Club

Last checked October 15, 2026

Get Swamp Club roles before they're posted

A role stays uncontested for about four days. Here's the window, and where we put you in it.

Notify me when Swamp Club hires

From $5.99/week, cancel any time.

  1. LiveWatching Swamp Club0 applicants
  2. +2hRole spotted & verified1 applicant
  3. +4hYou get the alert1 applicant
  4. Day 3You've applied~8 applicants
  5. Day 7+Hits the job boards250+ applicants

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