Nathan Maxwell

Builder
I build software and run a gaming club.
What I'm working on, and why.

Problems

  1. P1.Data loss and cognitive overload when coaching multiple swimmers
  2. P2.AI agents don't carry context across sessions
  3. P3.Agents as assistants, not thinking partners

Missions

  1. M1.Build a context system that compounds with me, so my AI learns from every conversation
  2. M2.Use software and AI to multiply what I can do
  3. M3.Build software that lets coaches coach

Challenges

  1. C1.Balancing build time vs. distribution time
  2. C2.Signal vs. noise at scale in the inbox

Current Projects 4

Felt Faction
A 12-person gaming club where the casino is the draw and networking happens naturally.
active · impact 520
Parasym
iOS app that connects to a Morpheus M7 (or any BLE chest strap exposing R-R intervals) and correlates the realtime HR + HRV data with Apple HealthKit to produce personalized health insights. **Realtime workout mode (HRR + motion fusion) is fully deferred to v0.2.**
planning · impact 130
gbrain omnipresence rollout
Make my second brain available everywhere I work.
in-progress · impact 120
Games Room
A game-night companion app being productized from the Felt Faction program so other groups can run their own games nights.
active · impact 20

Current thinking 5

What I'm thinking about right now. Click any idea for the thesis — what the idea is, how it's structured, and where it sits in the network.

  • concept2026-07-19 · refreshed 2026-07-25
    A recurring working-style signal: when the AI proposes a fix at the wrong level of abstraction (a note about a problem, a cosmetic patch, a workaround around the actual bug), Nathan redirects toward patching the underlying source — the canonical record, the actual rendering logic, the real encoding choice that the artifact is downstream of.
  • concept2026-07-24 · refreshed 2026-07-25
    Agent orchestration succeeds or fails on the deterministic runtime wrapped around nondeterministic agent kernels — sharp
  • concept2026-07-24 · refreshed 2026-07-25
    Metabolic thresholds mark the critical intensity boundary where the body's rate of lactate production equals its rate of clearance, defining the ceiling of effort that can be sustained without rapid fatigue.
  • concept2026-07-24 · refreshed 2026-07-25
    Silent failure modes are the class of outage where nothing crashes, nothing errors, and nothing logs — the system simply produces plausible-looking but incorrect output, and every conventional health check returns green. They emerge wherever a system is asked to handle something outside its known vocabulary: a parser returns nil instead of flagging an unrecognized label, a service accepts connections but never responds, a whitelist quietly filters content that no individual layer knows it is hiding. The defining risk is that they are invisible to "is it up?" and "does it smoke-test?" monitoring, because those checks confirm the absence of loud failure rather than the presence of correct behavior. Catching them requires response-path probes with deadlines, vocabulary audits at encoding boundaries, and a presumption that any exclusive allowlist is a potential black hole. The cost of these failures compounds silently downstream, where wrong numbers, missing pages, or degraded work products are absorbed as normal until someone traces the lineage back to its quiet origin.
  • concept2026-07-23 · refreshed 2026-07-24
    Belief formation is far less rational than it feels—most convictions are not the product of evidence weighing but of inherited disposition, trust in authority, emotional intensity, and repetition, with only a small fraction of what we hold to be true actually earned through our own reasoning. The atoms suggest a two-tier reality in which genetic wiring and early social environment pre-load roughly half of our ideological defaults, trust (not data) does most of the remaining load-bearing work, and conviction itself is then mistaken for proof, creating a closed loop where strong feelings substitute for due diligence. Crucially, the same mechanisms that build beliefs—self-repetition, bias as constructor rather than filter, desperation-driven credulity, and internalized indoctrination—also operate quietly inside the believer, meaning the most persuasive voice shaping your worldview is often your own rehearsed self-talk rather than any external source.
  • concept2026-07-23 · refreshed 2026-07-24
    Decision quality depends less on being right than on being calibrated — matching the confidence of a claim to the strength of the evidence behind it. The dominant failure mode is not provisional wrongness but confident wrongness, where bold assertions built on thin evidence compound errors far faster than humble guesses ever could, and where false precision, once tolerated at the top, spreads virally through an organization until honest ranges feel unprofessional and bad estimates go unchallenged.
  • concept2026-07-21 · refreshed 2026-07-22
    psychology is the peculiar inner operating system shared by people who build things others won't — a mindset that treats conventional odds as suggestions, conventional politeness as a liability, and conventional comfort as the real enemy. It is forged in environments of scarcity, immigrant urgency, or unchosen hardship, where the default path is reframed not as a fallback but as a runway that must end in profit, impact, or proof of life. Founders trade the social reward of being liked for the asymmetric upside of being remembered, willingly polarizing because, as the logic goes, being wallpaper is the more existential risk than being offensive.
  • concept2026-07-20 · refreshed 2026-07-21
    Agency is the demonstrated capacity to act, choose, and commit—often before circumstances seem to justify it. Across stories of exponential compounding, breakthrough roles, and unlikely competitors, the through-line is consistent: visible pursuit and willingness to bear risk signal far more potential than credentials, resources, or static status ever can. True agency demands psychological flexibility—ego that can bend toward a larger goal, hunger that survives early success, and the nerve to keep moving when the outcome is unproven. It compounds quietly for long stretches before its returns erupt, which is exactly why the people who exercise it earliest and most consistently tend to shape outcomes far beyond their initial stake. In short, agency isn't granted by position or pedigree; it's proven through trajectory, and those who treat it as a daily practice—not a possession—are the ones whose names end up etched into the thing they helped build.

Books 0 Recent (5)Most Impacted

📖 Currently Reading 0

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Preferences

OS
macOS
Tools
Xcode wrangler bun tsx sqlite ripgrep git obsidian zotero gbrain hermes-agent
Communication
Direct, honest.