9a9e58c935
Moved from maxwell/blog to standalone repository. - Next.js research journal application - Notes 001-005 with YAML/MD content structure - Claude Code configuration for blog development Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
144 lines
6.6 KiB
Markdown
144 lines
6.6 KiB
Markdown
# Maxwell Roadmap
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## From Concept to Proof of Concept
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---
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## The Real Deliverables
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Maxwell is a research project.
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| Deliverable | Purpose | Required? |
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| --------------------- | ------------------------------------------------------------------------------ | --------- |
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| **Planning Video** | Shows _how you think_—the whiteboard session breaking down the three paradoxes | **YES** |
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| **Baseline Data** | Proves Linux CFS wastes energy on parasites—the "before" in your story | **YES** |
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| **The Narrative** | The interview answer and GitHub README | **YES** |
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| Sprint 1 (Real MSRs) | Deeper systems credibility, thermal-aware pricing | Optional |
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| Sprint 2-4 (Full PoC) | Maxwell kills the Leech—the "after" that proves the thesis | Optional |
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---
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## Overview
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ ROADMAP PHASES │
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├─────────────────────────────────────────────────────────────────┤
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│ │
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│ DAY 0 BASELINE SPRINT 1 SPRINT 2 │
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│ ────── ──────── ──────── ──────── │
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│ Environment Control Physics Hypervisor │
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│ Setup Experiment Engine Integration │
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│ │ │ │ │ │
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│ ▼ ▼ ▼ ▼ │
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│ Rust crates Agents + Real MSR/RAPL Firecracker │
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│ + toolchain Linux CFS + PID control + Vsock │
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│ + Metrics │
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│ │
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│ ════════════════════════════════════════════════════════════ │
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│ │ Research COMPLETE HERE │ (Optional for commercial) │
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│ ════════════════════════════════════════════════════════════ │
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│ │
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│ SPRINT 3 SPRINT 4 │
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│ ──────── ──────── │
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│ Economy Multi-Agent │
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│ Implementation Demo │
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│ │ │ │
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│ ▼ ▼ │
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│ Landauer's Natural Selection │
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│ Tax + eBPF Dashboard + Video │
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│ │
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└─────────────────────────────────────────────────────────────────┘
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```
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---
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## Research Validation Summary
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The following parameters have been empirically validated:
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| Component | Original Assumption | Research Finding | Status |
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| -------------------- | ------------------- | ---------------------------------------- | ---------------- |
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| Pause/Resume Latency | <10ms achievable | <10ms requires CPU pinning + RT priority | ✅ Conditional |
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| eBPF Overhead | ~500ns, <1% | 480ns validated; needs ringbuf for <1% | ✅ Validated |
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| RAPL Accuracy | ±5% | ±5% only on calibrated hosts (Tier 1) | ✅ Conditional |
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| PID Time Constant | τ=1s fixed | τ varies 0.3-3.5s by hardware class | ✅ Implemented |
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| GSP PoA Bound | 1.618 | 1.618 at steady-state; 1.8-2.2 dynamic | ✅ Validated |
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---
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## Day 0: Environment Setup
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### Hardware Requirements
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Bare metal is required. You cannot develop a thermal-aware hypervisor inside a cloud VM because the hypervisor hides the physics.
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### Day 0 Exit Criteria
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- [ ] Rust nightly compiles
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- [ ] Firecracker binary runs
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- [ ] MSR readable: `sudo rdmsr 0x611` returns a value
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- [ ] Project compiles: `cargo build`
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---
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## Baseline: The Control Experiment
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**Goal:** Build agents and measurement infrastructure. Run Linux CFS baseline. Capture data showing "fair" scheduling wastes energy.
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### Baseline Exit Criteria
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- [ ] Both agents build and run in Docker
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- [ ] Metrics collection captures temp, power, primes at 1Hz
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- [ ] 5-minute baseline run completes without errors
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- [ ] Summary shows efficiency (primes/Joule) under "fair" scheduling
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---
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## Sprint 1: The Physics Engine
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**Goal:** Replace MockThermal with real hardware telemetry.
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- Step 1.1: MSR Interface (read real temperature)
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- Step 1.2: PID Controller (smooth price response)
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- Step 1.3: Stress Test (verify under load)
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---
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## Sprint 2: The Cell Membrane
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**Goal:** Replace thread-sleep with actual VM containment.
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- Step 2.1: Firecracker Jailer
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- Step 2.2: Vsock Tunnel
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- Step 2.3: Pause/Resume Control (<10ms latency)
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---
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## Sprint 3: The Economy
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**Goal:** Implement Landauer's Tax.
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- Step 3.1: eBPF Instrumentation (track munmap/madvise)
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- Step 3.2: Tax Logic (debit wallet on memory free)
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- Step 3.3: Bankruptcy Handler (trigger apoptosis)
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---
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## Sprint 4: The Demonstration
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**Goal:** Multi-agent natural selection demo with dashboard.
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- Step 4.1: The Good Agent (Scientist - finds primes)
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- Step 4.2: The Bad Agent (Miner - burns cycles, churns memory)
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- Step 4.3: Dashboard (TUI showing auction, thermal, wallets)
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### The Demo Script
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1. Launch both agents with equal funding
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2. Watch Miner drive thermal load → prices spike
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3. Miner burns through capital → apoptosis
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4. Temperature drops → Scientist resumes at lower price
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**Closing line:** "We demonstrated that resource constraints can enforce economic discipline on autonomous agents."
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