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aliengineering-byte /README.md

AEB

Reliable engines. Inspectable workflows.

Route work, control changes, recover from failures, and inspect the result.

Choose an engine · See a real proof workflow · Engineering notes

AEB builds independently usable tools for developers and researchers working with agents, software, and computational workflows. Each engine has a specific responsibility and a bounded contract. Use one on its own, or compose the public interfaces a task actually needs.

Domain-specific models and student-facing interfaces belong in separate applications — not inside the execution, routing, transaction, or verification engines.

Choose an engine

You need to... Engine Its responsibility
Route work under explicit constraints and recover bounded multi-step execution GaugeMesh Capability routing, durable Tasks/Runs, persisted state, and explicit reconciliation
Inspect, accept, or roll back supported coding-agent changes AgentTX Repository transactions, declared validation gates, and inspectable proof packs
Reproduce MCP failures and retain a regression ResiliReplay Controlled fault injection, bounded recovery evidence, replay, and generated tests
Evaluate explicit claims before continuing a model workflow VerifAxis Verifier-conditioned recurrence, stopping decisions, and evidence inspection
Preserve a qualitative transition in a user-provided simulation PhaseProbe Bounded transition discovery, replayable fixtures, and generated regression tests

Independent release proof: ResiliReplay Action Smoke checks the released ResiliReplay Action from a separate consumer repository. It is evidence infrastructure, not another required runtime or a competing application.

Compose responsibilities, not a mandatory stack

Application / agent / client
 |
 +-- Route and execute ........ GaugeMesh
 +-- Control repository edits . AgentTX
 +-- Test failure and recovery ResiliReplay
 +-- Evaluate explicit claims . VerifAxis
 +-- Preserve transitions ..... PhaseProbe
Released artifacts ................. independent downstream checks

These are optional interfaces, not a fixed pipeline. Files, documented CLIs, and supported protocols connect components; importing every engine or installing the entire portfolio is not required. A specialized application owns its subject-matter rules and user experience.

Start with something you can inspect

Changing code with an agent? Start with the AgentTX workflow and proof gallery. The gallery shows declared validators rejecting a test-weakening change and the resulting transaction record. It is not a general detector of every unsafe edit.

Building an MCP integration? Use the ResiliReplay quickstart to exercise the documented failure/recovery path and inspect its artifacts.

Need restartable execution? Read GaugeMesh's public interfaces and limits and choose a supported Task or Run path.

A real proof workflow

agenttx proof --validator '["npm","test"]' -- codex exec "fix the failing test without weakening it"

Real AgentTX Proof Card: a weakened test was rejected and rolled back

The three-case proof gallery shows a declared policy accepting a supported change and rejecting a weakened test. Inspect the receipt and declared gates; this is bounded transaction evidence, not proof that every possible bad edit or external side effect is detected.

Portfolio engineering evidence is a historical record of the observations made at the recorded dates, not a current cross-project version inventory.

Public releases and documentation

Project Releases Usage and boundaries
GaugeMesh GitHub releases README
AgentTX GitHub releases README
ResiliReplay GitHub releases README
VerifAxis GitHub releases README
PhaseProbe GitHub releases README

Use the chosen release's exact installation instructions, supported platform, and versioned contract. Availability of an artifact does not imply production readiness or support for an untested platform. Preview and research status remain visible in the project releases.

What the evidence means

Execution, artifact integrity, policy acceptance, and independent numerical checks answer different questions. A successful run is not automatically a correct model or a safe design.

AgentTX is not an operating-system sandbox and cannot undo arbitrary external side effects. GaugeMesh's recovery and cancellation guarantees are bounded by its documented execution surface. Hashes and unsigned receipts are not producer authentication. VerifAxis depends on the scope and quality of its verifiers; PhaseProbe depends on the supplied observable and predicate. Exercise effectful targets only with explicit authorization.

Help improve an engine

Report a reproducible failure, unclear quickstart, or real compatibility result in the relevant repository. Share only sanitized examples — never credentials, private prompts, research data, or proprietary files.

Useful tools earn support through use. Feedback and repository stars are voluntary; they are never required to install, run, or verify a result.

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