Commit Graph

28 Commits

Author SHA1 Message Date
2f47f67eef feat(creds): future-proof Credential storage model
Replaces the opaque Bounty.bounty_type='credential' path with a
dedicated `credentials` table whose schema is forward-compatible
across every auth-bearing service in the fleet. Hoisted indexed
columns (secret_sha256, principal, service, attacker_ip) carry the
universal reuse-analytics signal; service-specific JSON keys ride
in `fields`. Cross-service reuse queries become an indexed lookup
on secret_sha256 instead of JSON_EXTRACT scans.

Schema decisions baked in (per ANTI):
- New `Credential` table, not extension to Bounty
- Hoisted `principal` column for cross-service principal-reuse
- Standardized JSON keys: every payload carries secret_b64 +
  secret_printable + principal universally; service-specific extras
  (user, domain, dn, mech, …) ride alongside

The auth-helper SD-block emits the new shape natively. The ingester
forks at _extract_bounty:
- Native shape (SSH/Telnet, future emitters): secret_b64 present →
  direct upsert_credential
- Legacy shape (FTP/POP3/IMAP/SMTP today): username + password →
  adapter synthesizes secret_{b64,sha256,printable} on the fly,
  upserts into the same Credential table. Tracked as DEBT-039;
  one-shot bridge until those service templates migrate.

Defense-in-depth across five layers (input validation):
- C helper: bytes outside [0x20, 0x7f) collapse to '?', RFC 5424
  escape rules for \\, ", ]; b64 preserves exact bytes
- Ingester native branch: rejects malformed secret_b64 (regex), drops
  the credential row but keeps the underlying Log
- Ingester legacy adapter: same printable-ASCII filter as the C
  code; sha256 + b64 over the original utf-8 bytes (lossless, even
  when secret_printable is sanitized)
- DB column caps with truncation warning; sha256 always over the
  full pre-truncation bytes so reuse queries match across truncation
- JSON serialized with ensure_ascii=True so utf8mb4 columns stay
  safe even with non-ASCII service-specific keys

Bounty.bounty_type='credential' is no longer written. Pre-v1: no
historical backfill; existing rows stay untouched but unused.

595 tests pass; new tests cover the model + repo (upsert dedup,
null-principal independence, cross-service reuse, filters), both
ingester branches, b64 validation, sanitization preserving the
fingerprinting signal in b64.
2026-04-25 05:29:26 -04:00
c78ab032bd fix(xff): truncate LEAKED IPs + ROTATION badge for rotation attacks
`for i in $(seq 1 100); do curl -H "X-Forwarded-For: 191.100.20.$i" ...`
was dumping 100 distinct IPs into AttackerDetail's LEAKED IPs row,
drowning the rest of the ORIGIN section. The 100-IP wall is itself a
signal (WAF-bypass-list probing) that deserves a short badge, not a
flood.

Backend:
- get_attacker_ip_leaks gains `limit: int = 10` parameter — caller
  only ever needs a sample, not the full set.
- New count_attacker_ip_leaks() returns the unbounded COUNT(*) via
  one cheap SQL aggregate.
- Detail endpoint returns {ip_leaks: [first 10], ip_leaks_total: N}
  so the UI can render a rotation badge independent of list length.

UI:
- New LeakedIPsRow component. First 5 distinct IPs rendered inline
  with hover tooltips (unchanged). When > 5, a `+ N more` expand
  button reveals the rest of the sample; when total exceeds the
  10-row cap, a subtle `(+M beyond sample)` note appears.
- When total ≥ 20, a red `ROTATION · N` tag renders leading the
  row with a tooltip explaining the semantic: "almost certainly
  XFF-rotation / WAF-bypass probing, not a real attribution leak."

DB churn is deliberately not capped — 100k rows × ~500 B is tolerable.
If it becomes a problem we can add an ingester-side count-and-skip;
for now the UX fix is the whole story.

Added test_ip_leaks_total_reported_separately_from_list asserting
the endpoint shape matches what the UI consumes.
2026-04-24 18:25:46 -04:00
2a0c5ca410 feat(attackers): XFF mismatch detection — attacker IP leak bounties
Attackers routinely front their scanners with VPNs/proxies, so the
TCP source we log is the proxy egress, not the real host. But a
surprising number of attacker setups are misconfigured: the proxy
forwards the real IP in an X-Forwarded-For (or Forwarded / X-Real-IP
/ CDN-variant) header. From our side that's a free attribution leak.

New _detect_ip_leak extractor in decnet/web/ingester.py fires at
ingest time per HTTP request. Logic:

1. Require service=http, source_ip present, headers present.
2. If source_ip ∈ DECNET_TRUSTED_PROXIES (comma-separated IPs or
   CIDRs) → legitimate reverse-proxy forwarding, skip.
3. Walk proxy-family headers in priority order: Forwarded (RFC 7239)
   → X-Forwarded-For → X-Real-IP → True-Client-IP → CF-Connecting-IP.
4. Extract the left-most parseable IP from the winning header.
5. If that IP differs from the TCP source → emit a bounty with
   bounty_type="ip_leak" carrying {source_ip, real_ip_claim,
   source_header, headers_seen, path, method}.

Storage is the existing Bounty table — no schema change; de-dup is
handled by Bounty's (attacker_ip, bounty_type, payload_hash) key, so
repeat requests with the same leaked IP don't spam.

AttackerDetail renders a warn-accent "LEAKED IPs:" row under ORIGIN
listing distinct real_ip_claim values; hover tooltip shows the source
header + path of the most recent leak. Only shown when at least one
ip_leak bounty exists.

RFC 7239 Forwarded parser handles the full vocabulary — bare IPv4,
IPv4:port, quoted, IPv6 in brackets, IPv6 with port — returning only
IPs that actually parse.

Closes DEVELOPMENT.md "Network Topology Leakage → X-Forwarded-For
mismatches". Phase 3 of the three-phase Attacker Intelligence series
(phases 1: scanned-vs-interacted, 2: PTR records already shipped).

DECNET_TRUSTED_PROXIES env shape matches THREAT_MODEL DA-08's
"revisit when verified-proxy config lands" note — same token set
future rate-limit work will consume.
2026-04-24 17:39:03 -04:00
351a8939c3 feat(attackers): scanned vs. interacted service bucketing on detail page
Adds a new card on AttackerDetail: SCANNED · N services | INTERACTED
WITH · M services. Distinguishes port-scanners (N high, M=0) from
actual engagement (M>0) at a glance — the analyst's first question
when triaging a new attacker row.

Classifier lives in decnet/correlation/event_kinds.py, a single
source of truth for the event-type vocabulary:

- INTERACTION_EVENT_TYPES — command-family (command/exec/query/...),
  SMTP engagement (mail_from/rcpt_to/message_accepted), file/payload
  activity (file_captured/upload/download_attempt/retr), pub/sub
  (publish/subscribe), recorded TTY sessions.
- NOISE_EVENT_TYPES — DECNET-internal (startup/shutdown/parse_error/
  unknown_*).
- Everything else defaults to scan. Conservative by design: new
  template verbs show up as "scanned" until explicitly promoted.

Bucket logic: a service is "interacted" if ≥1 of its events
classifies as interaction; otherwise "scanned" if ≥1 scan event;
noise-only services drop. Disjoint by construction.

Deliberate no-schema path: compute on-the-fly in the detail endpoint
via SELECT DISTINCT service, event_type FROM logs. Small result set
(tens of pairs per attacker), cost is trivial vs. the existing
behavior/commands queries. Trade-off: one more DB round-trip per
detail view in exchange for zero ALTER TABLE migration pain and
immediate classifier-change feedback loop.

Profiler's _COMMAND_EVENT_TYPES stays as-is (strict subset of
interactions that carry executable text), with a comment pointing at
the new canonical module.

Closes DEVELOPMENT.md "Attacker Intelligence §Service-Level Behavioral
Profiling — Services actively interacted with".
2026-04-24 17:12:20 -04:00
2bcef50ac5 feat(webhooks): circuit breaker auto-disables misbehaving subscriptions
After DECNET_WEBHOOK_CIRCUIT_THRESHOLD (default 5) consecutive failed
deliveries, the worker calls trip_webhook_circuit(uuid, ts) which
flips enabled=False and stamps auto_disabled_at. The worker sets its
reload flag so the next dispatch epoch stops consuming events for the
tripped sub entirely — one dead receiver can't poison the shared
egress pool anymore.

Operator clears the trip via PATCH — setting enabled=True when the
sub was previously disabled clears auto_disabled_at, zeros
consecutive_failures, and clears last_error. Admin-pause → re-enable
hits the same path harmlessly.

Three observable states now distinguishable in the UI:
- Active              enabled=True,  auto_disabled_at=NULL
- Admin-paused        enabled=False, auto_disabled_at=NULL
- Tripped             enabled=False, auto_disabled_at=<ts>

UI surfaces a TRIPPED · <ts> chip on the row (red, alert-styled) and
a "N TRIPPED" count in the page header. Hover tooltip tells the
operator how to reset ("Re-enable via Edit").

record_webhook_failure now returns the new consecutive_failures count
so the worker can compare against the threshold without a second
roundtrip. trip_webhook_circuit is idempotent — re-tripping just
re-stamps auto_disabled_at.

Closes THREAT_MODEL WH-02 and DEBT-037 §1.
2026-04-24 16:24:33 -04:00
b70845a85d feat(webhooks): subscription CRUD + HMAC-signed delivery client
Introduces the webhook egress foundation — a new WebhookSubscription
table, admin-gated CRUD under /api/v1/webhooks, and the shared
delivery client that both the test-ping route and the upcoming worker
will use. No worker yet; this commit is API + model + client only.

Simple-mode enum (AttackerDetail / DeckyStatus / SystemStatus) expands
to bus-topic patterns at the router layer; storage is always the raw
pattern list. Advanced mode lets admins supply raw NATS-style patterns
directly. Filter-at-subscribe: the worker (next commit) will subscribe
to the union of patterns across enabled subscriptions.

Delivery client handles HMAC-SHA256 signing (X-DECNET-Signature),
retry on 429/5xx/network errors with jittered backoff, no-retry on
4xx. Secrets never leave the server on GET/LIST — only the create
response carries the secret for copy-out.

CRUD routes publish WEBHOOK_SUBSCRIPTIONS_CHANGED on the bus after
every mutation so the (future) worker can hot-reload.

Opens DEBT-037 for the deferred items (circuit breaker, dead-letter,
batch delivery, payload templates, secret-at-rest).
2026-04-24 15:30:05 -04:00
8cbb7834ef feat(web): SMTP victim-domain + stored-mail panels on attacker detail
Adds GET /attackers/{uuid}/smtp-targets (viewer) and GET /attackers/{uuid}/mail
(admin) endpoints, plus two new sections on the attacker detail page:
VICTIM DOMAINS rollup (aggregate-only, federation-gossip-safe) and STORED MAIL
with a drawer that decodes headers, lists attachments, and downloads the raw
.eml via the existing artifact endpoint (?service=smtp).
2026-04-22 22:33:53 -04:00
d43303251d feat(profiler): track SMTP victim domains per attacker
New SmtpTarget table records each (attacker, domain) pair observed via
the SMTP honeypots. Only the domain is stored — local-parts are dropped
at ingestion, so this table holds no user-identifying data beyond the
target organisation's identity.

The profiler worker extracts domains from rcpt_to / rcpt_denied /
message_accepted events, normalizes them (lowercase, strip local-part,
drop blocked TLDs), and upserts one row per pair with a running count +
first_seen / last_seen.

Three repo methods shipped:
  * increment_smtp_target(attacker, domain) — upsert + bump
  * list_smtp_targets(attacker) — per-attacker view
  * smtp_target_seen(domain) — cross-attacker aggregate, shaped as the
    federation-gossip RPC that V2 will expose.

The gossip-query shape is load-bearing: each operator can answer
"have any of your attackers targeted corp1.com?" without leaking
which attackers or when — the aggregate returns a bool + total count
+ first/last seen, nothing else.
2026-04-22 22:23:27 -04:00
119b4e8724 feat(db): add session_profile table for keystroke-dynamics fingerprints
New purpose-built table with schema_version column committed from day one
so V2 federation gossip can cluster sessions across operators without
retrofitting. Ships with the empty write path (upsert_session_profile);
ingestion of keystroke features (IKI moments, control-char rates, digraph
SimHash) is tracked as V2 work.

Closes gap #2 from SIGNAL_CAPTURE_AUDIT.md.
2026-04-22 21:39:17 -04:00
6e522c5a55 feat(web): transcripts API + repository lookups
Adds get_attacker_transcripts (mirror of artifacts for session_recorded
logs) and get_session_log for sid→shard resolution. New
/api/v1/transcripts/{decky}/{sid}?offset=&limit= pages asciinema events
out of the shared JSONL day-shard via an mtime-keyed byte-offset index
— never scans the whole shard per request. New
/api/v1/attackers/{uuid}/transcripts lists sessions for drilldown. Both
endpoints admin-gated.
2026-04-21 23:06:39 -04:00
e8f9c955b3 feat(swarm): heartbeat-driven topology resync for agent-pinned deployments
Agent heartbeats now carry an applied-topology snapshot. The master
heartbeat handler compares the reported version_hash against what
canonical_hash yields for the hydrated topology pinned to that host
and flags Topology.needs_resync on divergence (or when the agent
reports no topology at all while master expects one).

The mutator watch loop gains reconcile_agent_resyncs, which re-pushes
the current hydrated blob via AgentClient.apply_topology without
touching status, then clears the flag on success. Push failures leave
the flag set so the next tick retries.
2026-04-21 01:35:12 -04:00
f182c98ffa feat(api): phase 3 step 2 — topology read endpoints (list/get/status/catalog)
GET /api/v1/topologies — paginated list with status filter. Extends
repo.list_topologies() to accept limit/offset and adds count_topologies()
for the total envelope field.

GET /api/v1/topologies/{id} — hydrated TopologyDetail; 404 if missing.
GET /api/v1/topologies/{id}/status-events — audit trail, limit-capped.

Catalog helpers for the phase-4 canvas UI:
* GET /topologies/services — full service catalog.
* GET /topologies/next-subnet?base=172.20 — wraps SubnetAllocator against
  reserved_subnets across non-torn-down topologies.
* GET /topologies/{id}/lans/{lan_id}/next-ip — IPAllocator pre-seeded
  with existing decky IPs in that LAN.

All read routes are viewer-or-admin. Sub-routers are included in an
order that keeps literal catalog paths (/services, /next-subnet) from
being shadowed by the /{topology_id} trie branch.
2026-04-20 18:25:33 -04:00
a76b9ecdf9 feat(mazenet): step 7 — topology_mutations queue + mutator reconciler
Adds the live-mutation pipeline for active/degraded topologies:

* TopologyMutation table with composite index (state, topology_id)
  so the watch-loop guard query stays O(log n).
* claim_next_mutation is a single atomic UPDATE ... WHERE
  state='pending' so racing reconcilers deterministically pick one
  winner; losers see rowcount=0 and skip.
* reconcile_topologies drains pending rows per live topology, applies
  via decnet.mutator.ops.dispatch, and on failure marks the mutation
  failed + transitions topology to degraded.
* run_watch_loop gains a gated branch: flat-fleet mutate_all runs
  every tick unchanged; the reconciler only enters when the cheap
  has_pending_topology_mutation guard returns True.
* apply_* ops re-check hard invariants (names, IP collisions, subnet
  overlap, known services, service_config shape) after every mutation
  so the repo never lands in an invalid state.
* CLI: 'decnet topology mutate' / 'mutations' subcommands.
2026-04-20 18:02:37 -04:00
91df57d36b feat(topology): pending-only mutation repo methods with cascade + guards
MazeNET phase 2 step 6. Equips the repo layer with the CRUD the web
editor needs before deploy.

- TopologyNotEditable exception: raised when a pending-only method hits
  a non-pending topology. The intent is "free-form edits stop at deploy;
  the mutator (step 7) takes over for live topologies."
- _assert_pending helper checks status inside the session.
- update_lan / update_topology_decky accept enforce_pending=True for
  pre-deploy callers (existing internal callers default to False so
  behavior is unchanged).
- delete_lan: cascades edges; refuses if any decky has only one edge
  (= this LAN is its home) to prevent orphans.
- delete_topology_decky: cascades edges.
- delete_topology_edge: bare-bones removal.

All four mutators accept expected_version for optimistic concurrency.
Existing tests continue to pass (no behavior change for persist/deploy).
2026-04-20 17:50:29 -04:00
47cd200e1d feat(mazenet): repo methods for topology/LAN/decky/edge/status events
Adds topology CRUD to BaseRepository (NotImplementedError defaults) and
implements them in SQLModelRepository: create/get/list/delete topologies,
add/update/list LANs and TopologyDeckies, add/list edges, plus an atomic
update_topology_status that appends a TopologyStatusEvent in the same
transaction.  Cascade delete sweeps children before the topology row.

Covered by tests/topology/test_repo.py (roundtrip, per-topology name
uniqueness, status event log, cascade delete, status filter) and an
extension to tests/test_base_repo.py for the NotImplementedError surface.
2026-04-20 16:43:49 -04:00
148e51011c feat(swarm): agent→master heartbeat with per-host cert pinning
New POST /swarm/heartbeat on the swarm controller. Workers post every
~30s with the output of executor.status(); the master bumps
SwarmHost.last_heartbeat and re-upserts each DeckyShard with a fresh
DeckyConfig snapshot and runtime-derived state (running/degraded).

Security: CA-signed mTLS alone is not sufficient — a decommissioned
worker's still-valid cert could resurrect ghost shards. The endpoint
extracts the presented peer cert (primary: scope["extensions"]["tls"],
fallback: transport.get_extra_info("ssl_object")) and SHA-256-pins it
to the SwarmHost.client_cert_fingerprint stored for the claimed
host_uuid. Extraction is factored into _extract_peer_fingerprint so
tests can exercise both uvicorn scope shapes and the both-unavailable
fail-closed path without mocking uvicorn's TLS pipeline.

Adds get_swarm_host_by_fingerprint to the repo interface (SQLModel
impl reuses the indexed client_cert_fingerprint column).
2026-04-19 21:37:15 -04:00
5dad1bb315 feat(swarm): remote teardown API + UI (per-decky and per-host)
Agents already exposed POST /teardown; the master was missing the plumbing
to reach it. Add:

- POST /api/v1/swarm/hosts/{uuid}/teardown — admin-gated. Body
  {decky_id: str|null}: null tears the whole host, a value tears one decky.
  On worker failure the master returns 502 and leaves DB shards intact so
  master and agent stay aligned.
- BaseRepository.delete_decky_shard(name) + sqlmodel impl for per-decky
  cleanup after a single-decky teardown.
- SwarmHosts page: "Teardown all" button (keeps host enrolled).
- SwarmDeckies page: per-row "Teardown" button.

Also exclude setuptools' build/ staging dir from the enrollment tarball —
`pip install -e` on the master generates build/lib/decnet_web/node_modules
and the bundle walker was leaking it to agents. Align pyproject's bandit
exclude with the git-hook invocation so both skip decnet/templates/.
2026-04-19 19:39:28 -04:00
6657d3e097 feat(swarm): add SwarmHost and DeckyShard tables + repo CRUD
Introduces the master-side persistence layer for swarm mode:
- SwarmHost: enrolled worker metadata, cert fingerprint, heartbeat.
- DeckyShard: per-decky host assignment, state, last error.
Repo methods are added as default-raising on BaseRepository so unihost
deployments are untouched; SQLModelRepository implements them (shared
between the sqlite and mysql subclasses per the existing pattern).
2026-04-18 07:09:29 -04:00
41fd496128 feat(web): attacker artifacts endpoint + UI drawer
Adds the server-side wiring and frontend UI to surface files captured
by the SSH honeypot for a given attacker.

- New repository method get_attacker_artifacts (abstract + SQLModel
  impl) that joins the attacker's IP to `file_captured` log rows.
- New route GET /attackers/{uuid}/artifacts.
- New router /artifacts/{decky}/{service}/{stored_as} that streams a
  quarantined file back to an authenticated viewer.
- AttackerDetail grows an ArtifactDrawer panel with per-file metadata
  (sha256, size, orig_path) and a download action.
- ssh service fragment now sets NODE_NAME=decky_name so logs and the
  host-side artifacts bind-mount share the same decky identifier.
2026-04-18 05:36:48 -04:00
11b9e85874 feat(db): bulk add_logs for one-commit ingestion batches
Adds BaseRepository.add_logs (default: loops add_log for backwards
compatibility) and a real single-session/single-commit implementation
on SQLModelRepository. Introduces DECNET_BATCH_SIZE (default 100) and
DECNET_BATCH_MAX_WAIT_MS (default 250) so the ingester can flush on
either a size or a time bound when it adopts the new method.

Ingester wiring is deferred to a later pass — the single-log path was
deadlocking tests when flushed during lifespan teardown, so this change
ships the DB primitive alone.
2026-04-17 16:23:09 -04:00
314e6c6388 fix: remove event-loop-blocking cold start; unify profiler to cursor-based incremental
Cold start fetched all logs in one bulk query then processed them in a tight
synchronous loop with no yields, blocking the asyncio event loop for seconds
on datasets of 30K+ rows. This stalled every concurrent await — including the
SSE stream generator's initial DB calls — causing the dashboard to show
INITIALIZING SENSORS indefinitely.

Changes:
- Drop _cold_start() and get_all_logs_raw(); uninitialized state now runs the
  same cursor loop as incremental, starting from last_log_id=0
- Yield to the event loop after every _BATCH_SIZE rows (asyncio.sleep(0))
- Add SSE keepalive comment as first yield so the connection flushes before
  any DB work begins
- Add Cache-Control/X-Accel-Buffering headers to StreamingResponse
2026-04-15 13:46:42 -04:00
172a002d41 refactor: implement database backend factory for SQLite and MySQL
- Add `get_repository()` factory function to select DB implementation at runtime via DECNET_DB_TYPE env var
- Extract BaseRepository abstract interface from SQLiteRepository
- Update dependencies to use factory-based repository injection
- Add DECNET_DB_TYPE env var support (defaults to sqlite)
- Refactor models and repository base class for cross-dialect compatibility
2026-04-15 12:50:41 -04:00
f3bb0b31ae feat: paginated commands endpoint for attacker profiles
New GET /attackers/{uuid}/commands?limit=&offset=&service= endpoint
serves commands with server-side pagination and optional service filter.
AttackerDetail frontend fetches commands from this endpoint with
page controls. Service badge filter now drives both the API query
and the local fingerprint filter.
2026-04-14 01:45:19 -04:00
24e0d98425 feat: add service filter to attacker profiles
API now accepts ?service=https to filter attackers by targeted service.
Service badges are clickable in both the attacker list and detail views,
navigating to a filtered view. Active filter shows as a dismissable tag.
2026-04-14 01:35:12 -04:00
a022b4fed6 feat: attacker profiles — UUID model, API routes, list/detail frontend
Migrate Attacker model from IP-based to UUID-based primary key with
auto-migration for old schema. Add GET /attackers (paginated, search,
sort) and GET /attackers/{uuid} API routes. Rewrite Attackers.tsx as
a card grid with full threat info and create AttackerDetail.tsx as a
dedicated detail page with back navigation, stats, commands table,
and fingerprints.
2026-04-13 22:35:13 -04:00
3dc5b509f6 feat: Phase 1 — JA3/JA3S sniffer, Attacker model, profile worker
Add passive TLS fingerprinting via a sniffer container on the MACVLAN
interface, plus the Attacker table and periodic rebuild worker that
correlates per-IP profiles from Log + Bounty + CorrelationEngine.

- templates/sniffer/: Scapy sniffer with pure-Python TLS parser;
  emits tls_client_hello / tls_session RFC 5424 lines with ja3, ja3s,
  sni, alpn, raw_ciphers, raw_extensions; GREASE filtered per RFC 8701
- decnet/services/sniffer.py: service plugin (no ports, NET_RAW/NET_ADMIN)
- decnet/web/db/models.py: Attacker SQLModel table + AttackersResponse
- decnet/web/db/repository.py: 5 new abstract methods
- decnet/web/db/sqlite/repository.py: implement all 5 (upsert, pagination,
  sort by recent/active/traversals, bounty grouping)
- decnet/web/attacker_worker.py: 30s periodic rebuild via CorrelationEngine;
  extracts commands from log fields, merges fingerprint bounties
- decnet/web/api.py: wire attacker_profile_worker into lifespan
- decnet/web/ingester.py: extract JA3 bounty (fingerprint_type=ja3)
- development/DEVELOPMENT.md: full attacker intelligence collection roadmap
- pyproject.toml: scapy>=2.6.1 added to dev deps
- tests: test_sniffer_ja3.py (40+ vectors), test_attacker_worker.py,
  test_base_repo.py / test_web_api.py updated for new surface
2026-04-13 20:22:08 -04:00
b2e4706a14 Refactor: implemented Repository Factory and Async Mutator Engine. Decoupled storage logic and enforced Dependency Injection across CLI and Web API. Updated documentation.
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2026-04-12 07:48:17 -04:00
de84cc664f refactor: migrate database to SQLModel and implement modular DB structure 2026-04-09 16:43:30 -04:00