LAWDE Shield
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Compare · Sentry alternatives
Sentry alternatives for AI-native crash diagnosis
LAWDE Shield is compared with Sentry and Datadog; unlike both, it diagnoses production crash root cause with an evidence score, stores zero source code, and gates every AI fix behind a 0.70 trust score so weak grounding is shown, not hidden as a fake patch. This page is for buyers evaluating Sentry alternatives with privacy and AI-gating constraints — not a claim that LAWDE replaces every Sentry feature.
Feature and privacy comparison
| Dimension | LAWDE Shield | Sentry (typical) |
|---|---|---|
| Privacy scrub target | <50ms | Fast; product-dependent |
| AI root-cause | Athena + Aegis ≥0.70 | Varies by product AI features |
| Source retention | 0 bytes durable source | Event/stack context as core product |
| Ignore protocol | .lawdeignore Nuclear Abort | Ignore rules / inbound filters |
| Clustering | Semantic clustering (≥0.85) | Fingerprint / grouping |
| Pricing (list) | Hobby free · Pro $29 · Business $89 | Usage / reserved plans |
Full Shield differentiation
Unlike Sentry and Datadog, LAWDE Shield’s Full Shield roadmap adds production-aware engines (Argus PR reviews and Phantasos Ghost CI — planned v2.0, not shipped) on top of live error monitoring and gated AI diagnostics — so the product vision is prevent-before-merge, not only monitor-after-crash.
| Feature | Sentry | Datadog | LAWDE Shield |
|---|---|---|---|
| Error Monitoring | Yes | Yes | Yes (live) |
| AI Diagnostics | Limited / product-dependent | Not the core model | Yes — Athena + Aegis ≥0.70 (live) |
| PR Reviews with Production Memory | No | No | Planned (Argus, v2.0) |
| Ghost CI for Regression Testing | No | No | Planned (Phantasos, v2.0) |
| Zero Code Retention | No (event context retained) | Config-dependent | Yes — 0 bytes durable source |
| Per-member AI usage tracking | No | No | Yes (Business+) |
| App access control | No | Limited | Yes (Business+) |
| Delegated admin roles | No | No | Yes (Enterprise) |
| Custom retention override | No | No | Yes (Enterprise) |
Note: Plutus (cost guard), Erebus (shadow probes), and Tartarus (stateful replay) are separate products under the LAWDE company, not part of LAWDE Shield. They will launch as standalone tools for specific developer needs.
When NOT to choose LAWDE Shield
- You need session replay or deep release-health tooling in one vendor.
- Your org already standardizes on Sentry’s full ecosystem.
- You want full APM / infra monitoring (use Datadog-class tools).
FAQ
Is LAWDE Shield a full Sentry replacement?
Not for every team. Sentry is broader (session replay, performance surfaces). LAWDE Shield specializes in production crash root cause with an evidence score — weak grounding is shown, suggested patches below 0.70 are withheld — and zero durable source retention.
Does LAWDE Shield store source code?
No. Beacon may fetch a short-lived read-only window for diagnosis, then drops it. Durable storage is scrubbed telemetry — 0 bytes of source as a product copy.
How fast is ingest?
built-in privacy scrubbing targets <50ms on the hot path. Full persistence and AI clustering happen asynchronously to guarantee zero data loss. Athena/Aegis run asynchronously.