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Releases: OpenAgentic-Labs/echoform-ghost-memory

v0.1.0 — ECHOFORM Ghost Memory (initial release)

19 May 11:54
@Nagendhra-web Nagendhra-web
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v0.1.0 — ECHOFORM Ghost Memory (initial release) Latest
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First public release of ECHOFORM Ghost Memory.

Effectively unlimited long-term memory for any LLM — zero context tokens, zero weight updates, cryptographic forgetting certificate.

🚀 Install in one click

# macOS / Linux:
curl -fsSL https://raw.githubusercontent.com/OpenAgentic-Labs/echoform-ghost-memory/main/install.sh | bash

# Windows (PowerShell):
iwr -useb https://raw.githubusercontent.com/OpenAgentic-Labs/echoform-ghost-memory/main/install.ps1 | iex

Then open http://localhost:8080/ in your browser.

✨ What's in this release

Real code (smoke ✅ on Windows + macOS + Linux):

  • FHRR memory primitive at D=8192 complex64 (echoform.core.fhrr)
  • Llama-3.1-70B residual-stream bias adapter (echoform.core.adapter)
  • Postgres 16 + pgcrypto + pg_partman 5.2 hot store (echoform.storage.episodic)
  • Optimistic CAS + asyncio cache for the FHRR superposition (echoform.storage.semantic)
  • FastAPI 0.136 public API + Python SDK (sync + async)
  • Ed25519 JWS + RFC 8785 JCS forgetting certificate (echoform.security.certificate)
  • 55-payload MINJA poison-scan gate (echoform.safety)
  • GDPR Article 17 erasure across hot + cold tier (S3 Object Lock GOVERNANCE + STS bypass)
  • OpenTelemetry + Prometheus + structlog observability
  • Embedded zero-build web UI at /ui
  • 46 tests across unit / property / integration / smoke / perf / security
  • CI matrix: ubuntu × macos × windows × py3.11 / py3.12
  • Cosign-signed container image + SBOM on release

Documented stubs (light up in v0.2):

  • core.compression ships as bag-of-tokens FHRR (Mamba-2 in v0.2)
  • core.consolidation ships as IdentityConsolidator (HiCL replay in v0.2)
  • api.proxy returns 501 (Anthropic + OpenAI + vLLM in v0.2)

☁️ One-click cloud deploy

Provider Spec
Render deploy/cloud/render.yaml
Fly.io deploy/cloud/fly.toml
DigitalOcean deploy/cloud/digitalocean-app.yaml
Kubernetes deploy/helm/echoform/

📜 Provenance

Built via the mind-build@v2 skill from the invention dossier
2026-05-18-echoform-ghost-memory.md (SHA-256
e350745e21d61e8e238bd0c3f75b1ea360402d8fa346e85c803be05c070e1c03).

8-phase pipeline: intake → spec crystallization → 15 paired
researcher+engineer archetypes → 30 parallel deep-research agents →
architecture council → adversarial critic review with veto-floor
(triggered once, resolved in cycle 1) → assembly → pre-flight
integration audit → end-to-end test verification.

See BUILT_FROM.md and
_artifacts/phase3/architecture-adr.md
for the full audit trail.

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