PREMISEv3.0
Launch Live Demo
Automated Garbage Collection:Horizon E Autonomous Sunset Synthesizer Active

Architectural Decisions Have an Expiration Date. We Continuously Assert Them.

Stop paying for dead architecture. Premise turns ADRs, strategy memos, and vendor contracts into executable telemetry assertions—and autonomously opens teardown PRs the moment load-bearing assumptions break.

Launch Live Demo Control Planebun ./bin/premise-cli.ts scan
64 / 64
Automated Tests Passing
4 Connectors
Prometheus, Datadog, Slack, PagerDuty
$31,200/yr
Average FinOps Drag Saved
0-Touch
Autonomous Teardown PR Bot
Interactive Live Sandbox

Simulate an Upstream Price Breach in Real Time

Drag the slider to alter upstream token pricing and see how Premise automatically detects decay, invalidates ADR-014, calculates the multi-hop cascade, and drafts the teardown diff.

ADR-14

Custom Semantic Caching MicroserviceCRITICAL BREACH

Target Locus: packages/llm-gateway/src/semantic-cache.ts:L1-L30

Open in Full Control Plane
$0.0018 / 1k tokens
$0.0005 (Severe Price War)Threshold Boundary: $0.0020$0.0040 (Legacy Baseline)
1-Click Simulation Shocks:

Dynamic Blast Radius & Multi-Hop Cascade

Breach Condition:upstream_cost >= $0.0020 (Current: $0.0018)
Multi-Hop Domino:VENDOR-004 (Redis Enterprise) Flagged
Realized FinOps Drag:$1,183/month ($14,200/year)
Sunset Action:Synthesize ADR-015 + PR Bot Ready

Generated Teardown Diff (git apply ready)

Auto-PR Ready
--- a/packages/llm-gateway/src/semantic-cache.ts
+++ b/packages/llm-gateway/src/semantic-cache.ts
- import { RedisCluster } from '@redis/client';
- const cache = new SemanticCacheClient(redisConfig);
- await cache.set(embedding, response, { ttl: 86400 });
+ // ADR-015: Direct Frontier Streaming with Native Prompt Caching
+ return await frontierClient.stream({ messages, promptCache: true });
Core Engine Capabilities

The Complete Lifecycle of Architectural Decisions

From natural language ingestion to automated code removal, Premise replaces forgotten markdown logs with live telemetry assertions.

Prometheus • Thanos • Datadog v2 • SQL

Live Telemetry Probes

Static ADRs lie. Telemetry tells the truth.

Bind natural language architecture claims directly to live PromQL queries, Datadog metrics, or SQL telemetry. When unit economics shift or latency boundaries drift, Premise detects it immediately.

Autonomous evaluation frequencySub-second evaluation
Cross-Artifact Blast Radius

Multi-Hop Cascades

Decisions don't live in isolation. Track the dominoes.

When an upstream architectural assumption collapses, Premise propagates the breach downstream through dependency graphs. Catch impacted vendor contracts, consumer microservices, and client SDKs before they cause outages.

Transitive dependency mapping100% blast radius visibility
Zero-Touch GitHub Bot

Autonomous Teardown PRs

Automated garbage collection for dead code.

Premise doesn't just send Slack noise. It cuts a git branch, generates git-apply ready unified diffs, inspects exact workspace loci, and submits a GitHub PR complete with Architecture Council signoff checklists.

Automated diff generationZero-touch PR workflow
FinOps Drag Ledger

Architecture Balance Sheet

Quantify the dollar cost of architectural inertia.

Every outdated architecture choice costs real money. Premise aggregates cloud infrastructure spend and blended engineering maintenance hours into an executive balance sheet so technical debt gets prioritized with finance.

Avg zombie infrastructure savings$31,200 / year
Replacement ADR Generation

Autonomous Sunset Synthesizer

Don't just delete old systems. Formulate the replacement.

When an ADR breaches, Premise automatically drafts its replacement decision (e.g., transitioning from Redis Semantic Caching to Native Frontier Prompt Caching), complete with new telemetry probes and sunset milestones.

Replacement formulationInstant ADR-015 Synthesis
Scenario Stress-Testing

Time-Machine Backtester

Stress-test architecture against historical black swans.

Replay 90-day market price wars, cloud vendor outages, and latency spikes across your portfolio. Premise computes quantitative resilience scores (0-100) and recommends safe threshold buffers before you ship to production.

Portfolio shock tolerance94.2 Resilience Score
Active Pillar Output: Live Telemetry Probes
Test in Demo Sandbox 
// PromQL Probe bound to ADR-014
probe:
  type: PROMQL
  query: avg_over_time(llm_gateway_input_token_cost[5m])
  threshold: "< 0.0020"
  status: BREACHED (-28% drift)
Paradigm Shift

Static Markdown in Git vs. The Executable Premise Engine

Why high-growth engineering teams ditch static architecture records for continuous assertion.

THE OLD WAY (Dead Markdown in /docs/adr)
  • ✕Write and forget: ADR written in 2023, committed to git, and never referenced again.
  • ✕Silent economic decay: API prices fall 80%, but expensive cache clusters continue running unnoticed.
  • ✕Zero blast radius visibility: Nobody knows which microservices or vendor contracts depend on old decisions.
  • ✕Manual teardowns: Deprecation projects take months of architecture council meetings and manual diff crafting.
THE PREMISE WAY (CI/CD for Decisions)
  • ✓Continuous telemetry assertions: Natural language compiled into live PromQL, Datadog v2, and SQL probes.
  • ✓Predictive drift detection: Linear regression forecaster warns teams before constraints break.
  • ✓Multi-hop dependency graph: Upstream breaches instantly trace down to vendor commitments and caller code.
  • ✓Autonomous GitHub PR Bot: Opens clean teardown branches with git-apply unified diffs and replacement ADRs.

Premise Executable CLI & GitHub Actions CI

Embed premise assertions in pull requests and fail the build on broken load-bearing architecture.

# Run CLI assertion check in any repository
$ bun ./bin/premise-cli.ts check --strict
┌────────────────────────────────────────────────────────────────────────┐
│ PREMISE CI/CD ENGINE v3.0 // EVALUATING PORTFOLIO ASSERTIONS │
├────────────────────────────────────────────────────────────────────────┤
│ ✓ [VALID] ADR-005 Pinecone Vector Index (qps < 500) │
│ ✗ [BROKEN] ADR-014 Semantic Cache (cost >= $0.0020, actual: $0.0018) │
│ ⚠ [DECAY] PR #892 Ephemeral Ingest (memory_usage: 84% > 80% warn) │
├────────────────────────────────────────────────────────────────────────┤
│ Result: 1 Load-bearing premise broken. Exit code 1 triggered. │
└────────────────────────────────────────────────────────────────────────┘

Stop Paying for Zombie Architecture.

Experience the interactive control plane, run real PromQL/Datadog probes, and watch autonomous teardown PR generation in action.

Launch Live Interactive DemoView GitHub Repository

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