OS29 · LOCAL-FIRST OPERATIONAL INTELLIGENCE

Build local tools.
Verify what works.
Keep evidence.

OS29 brings local observations, trace lineage, redaction, capability state, mission capsules and bounded MCP tools into one evidence-first workflow. Declared, configured, running and tested behavior stay distinct, and unfinished capabilities remain clearly marked.

Precision glass circuit substrate representing ANA's execution layer
ANA MAX / OS29LOCAL TOOLING + EVIDENCE
29TRACE
TEST EVIDENCERECORDED
GUARDRAILSMCP / LOCAL
ENGINEERING PRINCIPLEEvidence first.

Engineering focus areas

06 PRACTICAL DISCIPLINES
OBSERVABILITY

Measure the real state

Read-only health snapshots, resource counters, bounded logs and service checks. Status labels distinguish online, offline, degraded and unknown.

AUTOMATION

Connect tools to workflows

Python and PowerShell entry points, MCP/JSON-RPC routing and local utilities with explicit execution boundaries.

MEMORY & RETRIEVAL

Persist useful evidence

SQLite persistence, linked trace events, mission capsules and local FTS5/BM25 search. Candidate notes remain separate from validated lessons.

QA & TESTING

Prove a change

Pytest suites, syntax and contract checks, bounded smoke tests, and reports that keep skips and missing prerequisites visible.

GUARDRAILS

Scope every operation

Default-deny target and operation policies, bounded inputs, loopback-only probes and explicit approval boundaries.

ENGINEERING DISCIPLINE

Make changes maintainable

Backups, incremental changes, compatibility checks and evidence-based status labels reduce regressions across versions.

Missing prerequisites stay visible.

This is a static portfolio, not a remote controller. It cannot inspect a visitor's device, start OS29, or call a local MCP endpoint. The readiness items below are not live health checks.

STATIC PAGE · NO LOCAL PROBES
LOCAL RUNTIME

Runtime and endpoint

Start the intended checkout and Python environment, confirm required packages/configuration, then verify the loopback MCP endpoint from the local operator session.

NOT CHECKED BY THIS PAGE
ACCESS CONTROL

Scope and approval

Select the intended tool profile; check default-deny target and operation rules, loopback binding, and explicit approval boundaries before any sensitive operation.

NOT CHECKED BY THIS PAGE
CONTROLLED DIAGNOSTICS

Frida / MITM readiness

The project includes Frida/MITM-oriented diagnostic paths for controlled failure visibility. They require an authorized app/device/process, compatible tooling, a defined scope and, for proxy testing, the correct proxy/certificate setup. The public page launches no hook or interception.

TARGET SETUP NOT VERIFIED
EVIDENCE & RECOVERY

Reproduce, fix, verify

For a controlled failure: capture a redacted error trace, run only the permitted retry/recovery path, rerun the relevant test and report the outcome against evidence. The replay's recovery line is simulated.

NO LIVE TEST RUN

One intent,
shown as a replay.

A scripted walkthrough of the intended flow. The events below are illustrative; this public page does not execute commands, contact MCP or verify a recovery.

ARCHITECTPokee-Isaac
ORCHESTRATORAntigravity
OPTIONAL AI ASSISTANTSChatGPT · OpenAI Codex · Devin

These are example roles, not proof of authenticated or currently running connections. Availability depends on the actual local configuration.

ANA SESSION EXAMPLE REPLAY
Ready. Select Play to step through this scripted example.

A traceable execution path.

THE EXECUTION PATH
01 / REQUEST

Model or operator

A request is planned and scoped.
Secrets and approvals stay outside the page.

02 / ROUTE

OS29 / LOCAL RUNTIME

Local tool routing and an evidence layer.
Scoped calls, redaction and retrieval by build.

03 / VERIFY

Observable result

Bounded tool response.
Health, tests and evidence—not guessed success.

Next acceptance gates.

MEASURED · SCOPED · REVIEWABLE
01

Trusted approval context

Complete the per-tool, per-operation authorization matrix and make approval context verifiable before enabling broader write operations.

02

Retrieval quality

Improve the current SQLite FTS5/BM25 baseline only with measured retrieval evaluations, redaction tests and source-linked memory evidence.

03

Complete a real evidence loop

Use a permitted local test target, reproduce a controlled failure, apply a small fix, retest and validate only the result linked to that evidence.

OS29 — TRACEABLE OPERATIONAL INTELLIGENCE

LOCAL-FIRST · EVIDENCE-LED
OS29 · TRACE & SCOPE
Recorded local baseline · 19 Oct 2026

Operational state you can inspect

Normalized trace events, parent lineage, redaction, explicit local target scope, incident records, mission capsules and a narrow MCP STDIO interface make the evidence path visible.

  • 37 tests passed in the recorded OS29 local suite
  • 14 bounded tools in the recorded MCP STDIO catalog
  • Loopback-first network policy and empty Frida device/process allowlists by default
VIEW OS29 SOURCE ↗
OS29 · MEMORY & TRUST
Lexical retrieval · evidence-linked

Memory without invented certainty

SQLite FTS5/BM25 retrieval spans events, incidents, mission capsules, capabilities and explicitly approved local text. Candidate experiences remain separate from validated lessons.

  • 375 documents in the recorded local lexical index
  • 0 validated experiences in that checkpoint; no real fix/retest lesson was promoted
  • Semantic embeddings, reranking and a model-mediated reasoning loop remain unfinished

Counts are historical snapshots, not live counters. The 30-module roadmap is a plan, not a claim of 30 production-complete modules.

PUBLIC DEMO · PRIVACY BY DESIGN
Browser-only · no AI required

Live Profile

A visitor-facing demo personalizes the page with a name chosen by the visitor and shows browser-exposed hints only. It does not collect hidden OS data or upload the profile.

  • Responsive layout and accessible live status
  • Unsupported APIs show unavailable instead of invented values
  • No telemetry API calls from the static site
OPEN LIVE PROFILE DEMO ↗
37OS29 tests passed*
14Tools in the recorded STDIO catalog*
375Documents in the local lexical index*
0Validated experiences at checkpoint*

Evidence note. The figures marked with an asterisk are recorded in local test and completion reports dated 19 October 2026. They are not live counters. A passing test suite validates the tested surface—not every advertised tool or the entire roadmap. The public page is a portfolio, not a remote controller.

Practical engineering. Honest evidence.

PORTFOLIO / CV

Self-directed developer focused on AI tooling, Windows automation and quality assurance. Builds Python and PowerShell utilities, connects local workflows through MCP/JSON-RPC, and tests behavior using bounded checks, repeatable suites and explicit status reporting.

The working principle is simple: a registered tool is not automatically a working tool; a successful smoke test is not a security certification; a planned module is not a finished feature.

PythonPowerShellHTML / CSS / JavaScriptMCP / JSON-RPCpytestSQLite / FTS5HTTP APIsGit / GitHubQA & diagnosticsLogging & redaction