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# Architecture
## Data flow
```text
Certificate Transparency Logs
│
▼
CertSpotter internals fetch / verify / parse (third_party)
(in-process, no stdout/JSON/files)
│
▼
DNS identifiers
│
▼
FAST CLASSIFIER 0 allocs/op, no regexp/JSON/DNS/DB
┌────┴─────┐
direct cloud normal
resource hostname
│ │
│ ▼
│ DNS/CNAME enrichment bounded workers + TTL cache
│ │
│ ▼
│ classify CNAME targets
│ │
└─────┬──────┘
▼
dedup/enrichment TTL caches; DB uniqueness is final
│
▼
optional safe reachability HTTPS GET / only, OFF by default
▼
batch DB writer bounded queue, pgx batches
▼
PostgreSQL
```
## Stages and what is allowed
| Stage | May do | Must not do |
| --- | --- | --- |
| CertSpotter fetch/verify/parse | network, crypto, in-memory DER | persist certs, write files |
| Identifier callback | iterate `DNSNames` , call classifier | block, log per certificate, allocate needlessly |
| Classifier | byte/string comparisons, label scan | regexp, JSON, reflection, DNS, HTTP, DB, files, per-id logging |
| Direct queue | bound, non-blocking send | unbounded growth |
| DNS enrichment | DNS via worker pool, TTL cache, CNAME follow | unbounded goroutines, persistence |
| Dedup | memory-bounded TTL caches | unbounded maps |
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| Probe (optional) | one unauthenticated vendor read endpoint (S3/GCS/Azure/Firebase list) or a bare TCP connect for databases | credentials, object downloads, mutation, DB queries, auth attempts |
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| DB writer | batched `pgx.Batch` writes | one synchronous row per event |
| Checkpoints | JSON CT position in `ct_checkpoints` /`ct_sths` | certificate/issuer contents in DB |
## Concurrency and backpressure
* CertSpotter runs one monitor goroutine per CT log; it calls the identifier
sink concurrently.
* The sink never blocks: it classifies inline and does a non-blocking send to
either the direct queue or the DNS queue. Full queues increment
`queue_drops_total` / `queue_full_total` .
* Direct matches have a dedicated queue and worker pool, so speculative CNAME
enrichment can be shed first. DNS workers also skip work when the DB queue is
more than half full.
* The DB writer batches by size or `DB_FLUSH_INTERVAL` and flushes on
shutdown.
## Failure handling
* DNS and CT network errors are retried by CertSpotter with bounded exponential
backoff; ctcloud counts them (`ct_errors_total` ) without logging per event.
* PostgreSQL writes retry a few times with backoff; persistent failure drops
items from the bounded DB queue rather than growing memory.
* The process uses `context` throughout and on `SIGTERM` stops intake, drains
the pipeline, flushes the DB batch and exits within `SHUTDOWN_TIMEOUT` .
## Metrics and health
`GET /metrics` exposes counters (`ct_certificates_total` ,
`classifier_direct_matches_total` , `classifier_cname_matches_total` ,
`dns_*` , `db_*` , `queue_*` ) and gauges (`queue_depth{queue="…"}` ,
`go_goroutines` , `process_system_bytes` ). No hostnames or other high-cardinality
labels are ever used.
`GET /healthz` is a liveness check. `GET /readyz` verifies the CT monitor is
initialised and PostgreSQL is reachable.
## Why no files, pipes or subprocesses
Everything between certificate parsing and classification stays in memory. The
CertSpotter patch hands identifiers directly to Go code, removing serialization
(JSON), IPC (stdout/pipe), process boundaries (subprocess/hooks) and filesystem
I/O (certificate/state files). CT resume state is the only thing persisted, and
it lives in PostgreSQL.