Remove all external blank imports from main.go (go-ai, go-api, go-crypt,
go-devops, go-ml, go-netops, go-scm) and delete cmd/ai/. Business logic
moved to proper repos: go-agent, go-agentic, go-ai.
Clean .core/ — remove LinuxKit VM templates, Claude Code plugin, and
ephemeral issue plans. Keep only CLI build/release config.
Drops 504 lines from go.mod/go.sum. CLI no longer pulls ollama, qdrant,
duckdb, or other ML dependencies into its binary or security scan scope.
Co-Authored-By: Virgil <virgil@lethean.io>
- Upgrade Go to 1.26, FrankenPHP to v1.11.2 (CVE-2026-24894)
- Add non-root USER to all Dockerfiles (Trivy misconfig)
- Upgrade gitleaks to v8.24.3 with arch detection
Co-Authored-By: Virgil <virgil@lethean.io>
- Fix 11 non-constant format string warnings in cmd/session
(use cli.Print format args instead of fmt.Sprintf wrapper)
- Remove leftover .github/workflows/ from cmd/updater
(ci.yml and release.yml from when updater was standalone)
Co-Authored-By: Virgil <virgil@lethean.io>
- Move 40 ML command files to forge.lthn.ai/core/go-ml/cmd
- Remove all replace directives from go.mod
- Remove go.work (repos resolve from forge directly)
- Fix cache.New call to match updated API signature
- Update main.go import to forge.lthn.ai/core/go-ml/cmd
Co-Authored-By: Virgil <virgil@lethean.io>
New command group for OpenAPI spec generation and SDK codegen:
- `core api spec` generates OpenAPI 3.1 spec (JSON/YAML) from route groups
- `core api sdk` generates client SDKs via openapi-generator-cli
- Adds go-api dependency for SpecBuilder, ExportSpec, SDKGenerator
Co-Authored-By: Virgil <virgil@lethean.io>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When an agent job fails in under 30 seconds (indicating rate limiting
or auth rejection), the watcher now:
- Requeues the ticket back to the queue instead of marking it done
- Applies exponential backoff: 2x, 4x, 8x the base poll interval
- Resets backoff to 1x on successful job completion
This prevents burning through the entire queue during rate-limited
periods. Tested on Clotho (AU) with 15m base → 30m/60m/120m backoff.
Co-Authored-By: Charon <charon@lethean.io>
Tickets generated by poll-forge.sh don't include forge_token.
The dispatch runner now checks FORGE_TOKEN env var as fallback,
and gracefully skips reporting if no token is available.
Co-Authored-By: Charon <charon@lethean.io>
Virgil split go-ai into standalone modules (go-agentic, go-ml, go-mlx,
go-rag). This migrates all CLI imports to the new module paths and fixes
API mismatches from the split.
Key changes:
- go-ai/agentic → go-agentic (cmd/ai, cmd/dev)
- go-ai/ml → go-ml (31 files in cmd/ml)
- go-ai/rag → go-rag (3 files in cmd/rag)
- go-ai/mlx → go-mlx (1 file)
- Fix go.work path (../core → ../go)
- Add all split repos to go.work and go.mod
- Simplify daemon to goroutine-based MCP (remove missing supervisor)
- Wire go-agentic SQLiteRegistry into dispatch watch (--agent-id flag)
- Add `core ai agent fleet` command for local registry status
- Fix rag collections API (PointCount, Status string)
- Fix ml live/expand-status to use available go-ml API
Co-Authored-By: Charon <charon@lethean.io>
Wire `core module install/remove/list/update` commands to the
marketplace.Installer from pkg/marketplace. Follows the exact
pattern established by cmd/plugin/.
- install: clone from Git repo with optional ed25519 verification
- list: table output of installed modules
- update: pull latest + re-verify manifest (supports --all)
- remove: confirmation prompt then cleanup
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Final two Python pipeline gaps ported to Go — InfluxDB live generation
progress and DuckDB expansion pipeline status. Python scripts can now
be archived.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add --max-context flag to serve (sliding window, default 4 messages)
to prevent KV-cache explosion on multi-turn conversations
- Pass server max-tokens to chat UI HTML attribute instead of
hardcoded 2048 in JavaScript
- Add chat.js and chat_embed.go for embedded LEM chat UI
Co-Authored-By: Virgil <virgil@lethean.io>
Runs the same prompts through baseline and fine-tuned models, scores
both with the heuristic scorer, and outputs a comparison report with
LEK score deltas and improvement/regression counts.
Uses built-in content probes by default, or custom prompts file.
Co-Authored-By: Virgil <virgil@lethean.io>
Lesson command runs prompts from YAML definitions with state tracking,
sandwich signing, and interactive review mode. Sequence command runs
multiple lessons in order (vertical/strict or horizontal/flexible).
State files enable resume after interruption. Both output chat JSONL
compatible with 'core ml train'.
Co-Authored-By: Virgil <virgil@lethean.io>
Sandwich format wraps seed prompts with KB preamble (axioms framework)
and LEK-1 kernel postfix, then generates responses via local MLX
inference. Outputs chat JSONL compatible with 'core ml train'.
Supports --dry-run mode to output prompts without inference.
Co-Authored-By: Virgil <virgil@lethean.io>
Native MLX LoRA training on Apple Silicon — no Python required.
Reads chat-format JSONL, applies LoRA to target projections,
trains with AdamW + masked cross-entropy loss on assistant tokens.
Usage: core ml train --model-path /path/to/model --data training.jsonl
Co-Authored-By: Virgil <virgil@lethean.io>
Remove internal/bugseti/ (now core/bugseti repo), cmd/bugseti/
(now core/bugseti/cmd/), and internal/tools/ (i18n-validate
moved to core/go). core/cli internal/ is now empty.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
## Summary
- Extract PHP/Laravel commands to `core/php` repo (42 files, standalone module)
- Extract CI/release + SDK commands to `core/ci` repo (10 files)
- Remove `internal/variants/` build tag system entirely
- Move all 30 remaining command packages from `internal/cmd/` to top-level `cmd/`
- Rewrite `main.go` with direct imports — no more variant selection
- PHP and CI are now optional via commented import lines in main.go
Co-authored-by: Claude <developers@lethean.io>
Reviewed-on: #2
Co-authored-by: Charon <charon@lthn.ai>
Co-committed-by: Charon <charon@lthn.ai>
- Change module from forge.lthn.ai/core/go to forge.lthn.ai/core/cli
- Remove pkg/ directory (now served from core/go)
- Add require + replace for forge.lthn.ai/core/go => ../go
- Update go.work to include ../go workspace module
- Fix all internal/cmd/* imports: pkg/ refs → forge.lthn.ai/core/go/pkg/
- Rename internal/cmd/sdk package to sdkcmd (avoids conflict with pkg/sdk)
- Remove SDK library files from internal/cmd/sdk/ (now in core/go/pkg/sdk/)
- Remove duplicate RAG helper functions from internal/cmd/rag/
- Remove stale cmd/core-ide/ (now in core/ide repo)
- Update IDE variant to remove core-ide import
- Fix test assertion for new module name
- Run go mod tidy to sync dependencies
core/cli is now a pure CLI application importing core/go for packages.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Claude <developers@lethean.io>
Reviewed-on: #1
Port LEM scoring/training pipeline into CoreGo as pkg/ml with:
- Inference abstraction with HTTP, llama-server, and Ollama backends
- 3-tier scoring engine (heuristic, exact, LLM judge)
- Capability and content probes for model evaluation
- GGUF/safetensors format converters, MLX to PEFT adapter conversion
- DuckDB integration for training data pipeline
- InfluxDB metrics for lab dashboard
- Training data export (JSONL + Parquet)
- Expansion generation pipeline with distributed workers
- 10 CLI commands under 'core ml' (score, probe, export, expand, status, gguf, convert, agent, worker)
- 5 MCP tools (ml_generate, ml_score, ml_probe, ml_status, ml_backends)
All 37 ML tests passing. Binary builds at 138MB with all commands.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move module identity to our own Forgejo instance. All import paths
updated across 434 Go files, sub-module go.mod files, and go.work.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add HubService to the Wails service list and attempt hub registration
at startup when hubUrl is configured. Drains any pending operations
queued from previous sessions.
Co-Authored-By: Virgil <virgil@lethean.io>
Replace all exec.Command("gh", ...) calls with the existing pkg/forge
wrapper around the Forgejo Go SDK. BugSETI no longer requires the gh
CLI to be installed.
Changes:
- fetcher: use forge.ListIssues/GetIssue instead of gh issue list/view
- submit: use forge.ForkRepo/CreatePullRequest instead of gh pr create
- seeder: use git clone with forge URL + token auth instead of gh clone
- ghcheck: CheckForge() returns *forge.Client via forge.NewFromConfig()
- config: add ForgeURL/ForgeToken fields (GitHubToken kept for migration)
- pkg/forge: add Token(), GetCurrentUser(), ForkRepo(), CreatePullRequest(),
ListIssueComments(), and label filtering to ListIssuesOpts
Co-Authored-By: Virgil <virgil@lethean.io>
The workspace map previously only cleaned up during Capture() calls,
meaning stale entries would accumulate indefinitely if no new captures
occurred. This adds:
- Background sweeper goroutine (Start/Stop lifecycle) that runs every 5
minutes to evict expired workspaces
- Configurable MaxWorkspaces and WorkspaceTTLMinutes in Config (defaults:
100 entries, 24h TTL) replacing hardcoded constants
- cleanup() now returns eviction count for observability logging
- Nil-config fallback to safe defaults
Fixes#54
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Implements quota enforcement for agents including daily token limits,
daily job limits, concurrent job caps, model allowlists, and global
per-model budgets. Quota recovery returns 50% for failed jobs and
100% for cancelled jobs.
Go: AllowanceService with MemoryStore, AllowanceStore interface, and
25 tests covering all enforcement paths.
Laravel: migration for 5 tables (agent_allowances, quota_usage,
model_quotas, usage_reports, repo_limits), Eloquent models,
AllowanceService, QuotaMiddleware, and REST API routes.
Closes#99
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add ForgejoClient and ForgejoService to the Laravel app, providing a
clean service layer for all Forgejo REST API operations the orchestrator
needs. Supports multiple instances (forge, dev, qa) with config-driven
auto-routing, token auth, retry with circuit breaker, and pagination.
Covers issues, PRs, repos, branches, user/token management, and orgs.
Closes#98
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Adds a startup check that verifies gh is in PATH and authenticated
before initializing services. Provides clear install/auth instructions
on failure instead of cryptic exec errors at runtime.
Closes#61
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The workspaces map in WorkspaceService grew unboundedly. Add cleanup()
that evicts entries older than 24h and enforces a 100-entry cap by
removing oldest entries first. Called on each Capture().
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
BugSETI: bug with antennae and legs (black template, white dark, green app)
Core IDE: diamond shape (black template, white dark, blue app)
Co-Authored-By: Virgil <virgil@lethean.io>
Switch Angular from hash-based to path-based routing so each Wails window
(/tray, /main, /settings) loads its correct route. Archive GitHub Actions
workflows to .gh-actions/, update Forgejo deploy registry to dappco.re/osi,
and apply gofmt/alignment fixes across packages.
Co-Authored-By: Virgil <virgil@lethean.io>
- Add spaHandler() to both BugSETI and Core IDE for Angular client-side
routing (AssetFileServerFS doesn't fallback to index.html)
- Fix jellyfin.component.ts sanitizer initialization order (both apps)
- Fix chat.component.ts Event/KeyboardEvent type mismatch
- Defer onboarding window to ApplicationStarted event hook
Co-Authored-By: Virgil <virgil@lethean.io>
Add dappco.re vanity import handler (cmd/vanity-import/) that serves
go-import meta tags, enabling `go get dappco.re/core` to resolve to
forge.lthn.ai/host-uk/core. Deployed as a Docker container behind
Traefik on snider-linux.
Add Woodpecker CI pipeline (.woodpecker/bugseti.yml) for BugSETI
cross-platform builds. Phase 1: Linux amd64 with CGO, triggered on
bugseti-v* tags and main branch pushes to cmd/bugseti/.
Closes#3, closes#9
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
