learning: NATS 101 paper and pub/sub paper completed with estate mapping, goldfish boundary, drills
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Publish-Subscribe
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Everything in NATS starts with publish-subscribe. A publisher sends a message to a subject, and every subscriber listening on that subject gets a copy. This is the foundation everything else builds on.
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How It Works
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1.Publishers send messages to a subject — a simple string like orders.created
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2.Subscribers express interest in subjects they care about
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3.NATS delivers a copy of each message to every matching subscriber
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4.No coupling — publishers don't know about subscribers, and subscribers don't know about publishers
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This decoupling gives you tremendous flexibility. Services can be added, removed, or restarted without coordinating with anyone else.
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Publishing Messages
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You publish a message by sending it to a subject:
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#!/bin/bash
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# Publish a message to the "weather.updates" subject
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nats pub weather.updates "Temperature: 72°F"
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Python:
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# Publish a message to the subject "weather.updates"
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await nc.publish("weather.updates", "Temperature: 72°F".encode())
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Key points:
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1.Publishers don't wait for acknowledgments (fire-and-forget)
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2.Messages are delivered to all active subscribers
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3.If no subscribers exist, the message is simply discarded
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Subscribing to Subjects
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Subscribers express interest in subjects to receive messages:
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#!/bin/bash
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# Subscribe to messages on the "weather.updates" subject
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nats sub "weather.updates"
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Python:
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# Subscribe to 'weather.updates' synchronously
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sub = await nc.subscribe("weather.updates")
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# Process messages
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while True:
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try:
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msg = await sub.next(timeout=1)
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print(f"Received: {msg.data.decode()}")
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except TimeoutError:
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break
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When to Use Pub/Sub
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Publish-subscribe is ideal when multiple services need to react to the same event:
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1.Event broadcasting — notify services about user signups, order placements, deployments
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2.Data distribution — send updates to multiple dashboards or monitoring services
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3.Fan-out notifications — alert all interested parties about state changes
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4.Audit logging — multiple services independently log the same events
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Real-world example
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Imagine an e-commerce system where an order is placed. You publish a single event:
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nats pub orders.created '{"orderId": "123", "total": 99.99}'
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Multiple services subscribe and each reacts differently:
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1.Inventory Service updates stock levels
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2.Email Service sends a confirmation email
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3.Analytics Service records metrics
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4.Shipping Service prepares the shipment
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One publish, four independent reactions — no coordination needed.
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---
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## The goldfish boundary (what this paper describes, precisely)
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Everything above is *core NATS*: fire-and-forget, delivered to active
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subscribers only, discarded if no one listens. No memory. We found this
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the live way on 2026-11-06: `nats sub "dev.>"` caught `dev.test.hello`
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while the terminal sat open, and the bus has no record of it since.
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JetStream adds the memory: streams claim subjects, messages are stored,
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durable consumers replay and each tracks its own position.
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## Estate mapping (our reality, host-verified)
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| Item | Value | Truth of record |
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|------|-------|-----------------|
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| Bus | `nats-dev.eachpath.local:30000` (VM 122) | [host record](../../eachpath.local/saturn.eachpath.local/vms/nats-dev.eachpath.local/nats-dev.eachpath.local.md) |
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| Streams | `REGISTER` -> `nimmerverse.register.>` (durable), `CYCLE` -> `nimmerverse.cycle.>` (100k msgs) | host record, 2026-11-06 |
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| Publisher hosts | aynee (nats-cli + nats-py 2.16.0 in nimmer-lib venv), nimmerworld-dev | both, 2026-11-06 |
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| Core-mode example | `dev.test.hello` = "Hello Nimmerverse!": live delivery only, in NO stream | verified 2026-11-06 |
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Note: the generic example `orders.created` has no stream here; on OUR
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estate, subjects without a stream are transient by design. Our persistent
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naming is `nimmerverse.*` under the two streams above.
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## Drills (run on our estate, record answers in section 5 of the 101 paper)
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1. Terminal A (nimmerworld-dev): `nats pub nimmerverse.cycle.hello "dafit was here"`
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Terminal B (aynee): `nats sub "nimmerverse.cycle.*"` - watch the `*`
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match exactly one token.
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2. `nats stream info CYCLE` - the bus has now *counted* the message.
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3. Kill both terminals, start a subscriber again: core-mode subject is
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empty, stream subject replays its history. That contrast IS the lesson.
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## Understand-check (ten words, said back before any primitive builds on this)
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> dafit's version: (to be said back)
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