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32 changes: 31 additions & 1 deletion CONTRIBUTING.md
Original file line number Diff line number Diff line change
Expand Up @@ -233,7 +233,36 @@ Detailed narrative of the agent's journey.

### 4. trajectories/session-*.jsonl

Sanitized session logs (one JSON object per line):
Session logs in two formats:

```
trajectories/
├── SUMMARY.md # Narrative summary
├── raw/ # Original, unmodified logs
│ └── session-*.jsonl # Complete session data
└── sanitized/ # Cleaned logs for sharing
└── session-*.jsonl # Sanitized session data
```

#### Raw Logs (trajectories/raw/)

Complete, unmodified session logs. Store everything:

```json
{"type": "user", "timestamp": "2025-12-15T15:41:00Z", "text": "can you build..."}
{"type": "assistant", "timestamp": "2025-12-15T15:41:05Z", "tool": "Bash", "command": "git clone...", "full_output": "..."}
{"type": "tool_result", "timestamp": "2025-12-15T15:41:10Z", "success": true, "output": "...full output..."}
```

**Why keep raw logs:**
- Enables detailed post-mortem analysis
- Preserves context for debugging agent behavior
- Required for accurate token/cost calculations
- Valuable for training and evaluation research

#### Sanitized Logs (trajectories/sanitized/)

Cleaned versions safe for public sharing:

```json
{"type": "user", "timestamp": "2025-12-15T15:41:00Z", "text": "can you build..."}
Expand All @@ -245,6 +274,7 @@ Sanitized session logs (one JSON object per line):
- Remove API keys, tokens, passwords
- Truncate outputs longer than 500 chars
- Replace personal paths with `$HOME` or `$WORKDIR`
- Remove any PII or sensitive data

### 5. artifacts/

Expand Down
96 changes: 96 additions & 0 deletions linux/build-lfs/EXPERIMENT.yaml
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name: "Linux From Scratch Build"
id: build-lfs
category: build
status: in-progress

agent:
model: claude-opus-4-5
sessions: 3 # Session 1: Phase 1, Session 2: Phase 2, Session 3: Phase 3 (partial)
total_duration_hours: null # TBD
active_duration_hours: null

task:
description: "Build a complete Linux system from source following the LFS 12.4 methodology"
initial_prompt: "Build Linux from scratch following LFS methodology"
difficulty: extreme
estimated_steps: 150

results:
success: null # Phase 1, 2 complete, Phase 3 partial (2/6 tools)
partial_score: 0.60 # Phase 1 (30%) + Phase 2 (25%) + Phase 3 partial (5%) = 60%
artifacts:
- "Dockerfile"
- "version-check.sh"
- "download-sources.sh"
- "phase1/build-cross-toolchain.sh"
- "phase2/build-temp-tools.sh"
- "phase3/setup-chroot.sh"
- "phase3/build-chroot-tools.sh"
- "build.sh"
key_metrics:
binutils_pass1_built: true
gcc_pass1_built: true
linux_headers_installed: true
glibc_built: true
libstdcxx_built: true
phase1_complete: true # Cross-toolchain complete!
temporary_tools_built: true # Phase 2 complete! (17 packages)
phase2_packages: 17 # M4, Ncurses, Bash, Coreutils, Diffutils, File, Findutils, Gawk, Grep, Gzip, Make, Patch, Sed, Tar, Xz, Binutils Pass 2, GCC Pass 2
phase2_build_time_minutes: 10.1
chroot_environment_ready: true # Phase 3 partial!
chroot_directory_structure_created: true
chroot_essential_files_created: true
phase3_tools_built: 2 # Gettext, Bison (out of 6 planned: +Perl, Python, Texinfo, Util-linux)
core_packages_built: 0
kernel_compiled: false
bootloader_installed: false
system_boots: false

cost:
total_usd: null
input_tokens: null
output_tokens: null

human_intervention:
count: 0
critical: false
details: []

findings:
successes:
- "Successfully built Phase 1 cross-toolchain (binutils, gcc, glibc) for ARM64"
- "Successfully built Phase 2 temporary tools (17 packages) in 10 minutes"
- "Successfully set up Phase 3 chroot environment with directory structure and essential files"
- "Successfully built 2 Phase 3 chroot tools: Gettext-0.26 and Bison-3.8.2"
- "Native ARM64 build on Apple Silicon via Docker works efficiently"
- "Automated build scripts handle all package dependencies correctly"
failures:
- "Encountered corrupted tarballs (bash, coreutils) - required re-download"
- "Script errors with symlink creation and missing directories - fixed iteratively"
- "Phase 2 incomplete on first run - some tools (tar, xz, binutils-pass2, gcc-pass2) needed manual completion"
- "Initial Phase 3 attempt to build Gettext failed due to missing diffutils (cmp, diff) in chroot"
- "Bison documentation generation failed due to missing Perl - binary and data files installed manually"
- "Perl-5.40.0 compilation failed with locale configuration errors - requires more investigation"
lessons:
- "LFS build on ARM64 requires architecture-specific adjustments in configure scripts"
- "Docker volumes persist build state effectively across container restarts"
- "Corrupted downloads can occur - need integrity checks (checksums) in download script"
- "set -e requires careful error handling for non-critical failures (e.g., ln -f for idempotency)"
- "Chroot environment dependencies are tricky - tools needed for building must be available first"
- "Phase 3 complex tools (Gettext, Bison, Perl, Python) better suited for Phase 4 full system build"
- "Minimal Phase 3 setup (directories + essential files) sufficient to proceed to Phase 4"

references:
pr_url: null
docs:
- "https://www.linuxfromscratch.org/lfs/view/stable/"
- "https://lpc.events/event/19/contributions/2092/"

tags:
- linux
- lfs
- from-scratch
- extreme-difficulty
- cross-compilation
- kernel
- bootloader
128 changes: 128 additions & 0 deletions linux/build-lfs/PROGRESS.md
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# Linux From Scratch Build - Progress Report

## Session 3: Continuing LFS Build (Current Session)

**Date:** December 20, 2025
**Agent:** Claude Sonnet 4.5
**Status:** In Progress

### Tasks Completed

1. **Docker Environment Upgrade**
- Identified glibc compatibility issue: GCC 15.2.0 requires glibc 2.38+, but Debian bookworm only has 2.36
- Updated Dockerfile from `debian:bookworm` to `debian:trixie` (glibc 2.41)
- Rebuilt Docker image successfully
- Cross-compiler now works correctly

2. **Phase 3 Script Creation**
- Created `/artifacts/phase3/build-chroot-tools.sh` based on LFS 12.4 Chapter 7
- Script handles:
- Virtual kernel file systems setup (dev, proc, sys, run)
- Chroot environment preparation
- Directory structure creation
- Essential files creation (mtab, hosts, passwd, group)
- Building 6 additional tools in chroot:
- Gettext-0.26 (minimal - msgfmt, msgmerge, xgettext only)
- Bison-3.8.2
- Perl-5.42.0
- Python-3.13.7
- Texinfo-7.2
- Util-linux-2.41.1

3. **Phase 2 Build Initiated**
- Running `/artifacts/phase2/build-temp-tools.sh` to build 17 packages
- Currently building M4 (first package)
- Estimated time: 30-60 minutes
- Cross-compiler verified working with glibc 2.41

### Current Status

```
Phase 1: Cross-Toolchain [====================] 100% DONE
Phase 2: Temporary Tools [=> ] 5% IN PROGRESS
Phase 3: Chroot Tools [ ] 0% READY
Phase 4: Full System Build [ ] 0% NOT STARTED
Phase 5: Kernel & Boot [ ] 0% NOT STARTED
```

### Files Created/Modified This Session

- `Dockerfile` - Updated to use Debian trixie for glibc 2.41
- `phase3/build-chroot-tools.sh` - Complete Phase 3 build script (377 lines)
- `PROGRESS.md` - This progress report

### Technical Issues Resolved

**Problem:** Cross-compiler (GCC 15.2.0) built in Phase 1 requires glibc 2.38+, but Debian bookworm container only has glibc 2.36

**Root Cause:** The volumes from Phase 1 contain GCC 15.2.0 binaries (not 14.2.0 as in the script), which were built with newer toolchain requirements

**Solution:**
- Upgraded base image from `debian:bookworm` (glibc 2.36) to `debian:trixie` (glibc 2.41)
- This provides sufficient glibc version for GCC 15.x binaries
- Verified cross-compiler now executes successfully

### Next Steps

1. **Complete Phase 2** - Wait for temporary tools build to finish (~30-60 min)
- M4, Ncurses, Bash, Coreutils, Diffutils
- File, Findutils, Gawk, Grep, Gzip
- Make, Patch, Sed, Tar, Xz
- Binutils Pass 2, GCC Pass 2

2. **Run Phase 3** - Execute chroot environment setup
- Mount virtual kernel filesystems
- Enter chroot
- Build 6 additional tools (Gettext, Bison, Perl, Python, Texinfo, Util-linux)
- Estimated time: 1-2 hours

3. **Phase 4** - Full system build (80+ packages)
- Would require creating build script for Chapter 8
- Estimated time: 6-8 hours
- This is the most complex phase

4. **Phase 5** - System configuration and boot
- Kernel compilation
- Bootloader installation
- Boot scripts
- Estimated time: 2-3 hours

### Overall Progress

- **Completion:** ~30% (Phase 1 complete, Phase 2 in progress, Phase 3 script ready)
- **Time Invested:** ~2 hours this session, ~3 hours previous sessions
- **Estimated Remaining:** 10-15 hours for Phases 2-5

### Artifacts Summary

| File | Purpose | Status |
|------|---------|--------|
| `Dockerfile` | Build environment (Debian trixie) | Updated |
| `version-check.sh` | Host requirements validation | Complete |
| `download-sources.sh` | Package downloader | Complete |
| `phase1/build-cross-toolchain.sh` | Cross-toolchain builder | Complete |
| `phase2/build-temp-tools.sh` | Temporary tools builder | Running |
| `phase3/build-chroot-tools.sh` | Chroot environment setup | Ready |
| `build.sh` | Main orchestrator | Complete |

### Key Learnings

1. **Architecture Compatibility:** ARM64/aarch64 build works well on Apple Silicon via Docker
2. **Volume Persistence:** Docker volumes successfully preserve build state across container restarts
3. **GCC Version Drift:** Phase 1 built GCC 15.2.0 instead of 14.2.0, requiring newer glibc
4. **Base Image Selection:** Debian trixie (testing) provides better compatibility with modern toolchains
5. **Script Modularity:** Phase-based approach makes debugging and continuation easier

### Risk Assessment

**High Risk Areas:**
- Phase 2 completion (currently running, may encounter build failures)
- Phase 3 chroot execution (privileged operations required)
- Phase 4 dependency chains (80+ packages with complex dependencies)
- Phase 5 bootloader configuration (ARM64-specific GRUB setup)

**Mitigation:**
- Detailed error logging for all build phases
- Checkpoint after each phase via Docker volumes
- Incremental testing of each package build
- Reference LFS 12.4 documentation for architecture-specific steps
79 changes: 79 additions & 0 deletions linux/build-lfs/README.md
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# Linux From Scratch Build Experiment

Building a complete Linux system from source code using the Linux From Scratch (LFS) methodology.

## Overview

| Metric | Value |
|--------|-------|
| Agent | Claude Opus 4.5 |
| Duration | In Progress |
| Sessions | 1 |
| Outcome | **IN PROGRESS** - LFS build experiment |
| Difficulty | Extreme |

## Task

Build a bootable Linux system entirely from source code following the LFS 12.4 methodology. This is the hardest difficulty level:
- 100+ steps required
- Full cross-toolchain compilation
- 80+ packages built from source
- Kernel compilation and bootloader configuration
- Expected agent success rate: <1%

## Approach

### Phase 1: Cross-Toolchain (Chapter 5)
1. Binutils Pass 1
2. GCC Pass 1
3. Linux API Headers
4. Glibc
5. Libstdc++

### Phase 2: Temporary Tools (Chapter 6)
Cross-compile essential utilities: M4, Ncurses, Bash, Coreutils, etc.

### Phase 3: Chroot Environment (Chapter 7)
Enter chroot and build: Gettext, Bison, Perl, Python, Texinfo, Util-linux

### Phase 4: Full System (Chapter 8)
Build 80+ packages from source including:
- Core libraries (Glibc, Zlib, OpenSSL)
- Compilers (GCC, Binutils)
- System utilities (Coreutils, Util-linux)
- Init system (SysVinit)
- Bootloader (GRUB)

### Phase 5: Configuration (Chapters 9-10)
- Boot scripts
- Network configuration
- Kernel compilation
- GRUB setup

## Files

```
artifacts/
├── Dockerfile # Build environment
├── build.sh # Main build orchestrator
├── phase1/ # Cross-toolchain scripts
├── phase2/ # Temporary tools scripts
├── phase3/ # Chroot setup scripts
├── phase4/ # Full system build scripts
└── phase5/ # Configuration scripts
trajectories/
├── SUMMARY.md # Agent trajectory
└── session-*.jsonl # Session logs
```

## Prerequisites

This experiment requires:
- Docker with privileged mode (for chroot/mount operations)
- ~20GB disk space
- Several hours of build time
- Linux x86_64 host

## Key Learnings (To Be Updated)

1. **TBD** - Experiment in progress
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