- node: add ReadFile (fs.ReadFileFS), Walk with WalkOptions, CopyFile
- node_test: fix Exists to single-return bool, FromTar as method call
- cache_test: remove Medium parameter, use t.TempDir()
- daemon_test: remove Medium from NewPIDFile/DaemonOptions, use os pkg
Co-Authored-By: Virgil <virgil@lethean.io>
Adds a Supervisor layer to pkg/process that manages long-running
processes and goroutines with automatic restart, panic recovery,
and graceful shutdown. Supports both external processes (DaemonSpec)
and Go functions (GoSpec) with configurable restart policies.
Also exposes AddHealthCheck on the Daemon struct so supervised
services can wire their status into the daemon health endpoint.
Co-Authored-By: Virgil <virgil@lethean.io>
Move i18n-validate tool from core/cli internal/tools/ into
pkg/i18n/internal/validate/. Remove bugseti plan docs (now in
core/bugseti repo).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Fix remaining 187 pkg/ files referencing core/cli → core/go
- Move SDK library code from internal/cmd/sdk/ → pkg/sdk/ (new package)
- Create pkg/rag/helpers.go with convenience functions from internal/cmd/rag/
- Fix pkg/mcp/tools_rag.go to use pkg/rag instead of internal/cmd/rag
- Fix pkg/build/buildcmd/cmd_sdk.go and pkg/release/sdk.go to use pkg/sdk
- Remove all non-library content: main.go, internal/, cmd/, docker/,
scripts/, tasks/, tools/, .core/, .forgejo/, .woodpecker/, Taskfile.yml
- Run go mod tidy to trim unused dependencies
core/go is now a pure Go package suite (library only).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Claude <developers@lethean.io>
Reviewed-on: #3
Port the standalone lab dashboard (lab.lthn.io) into the core CLI as
pkg/lab/ with collectors, handlers, and HTML templates. The dashboard
monitors machines, Docker containers, Forgejo, HuggingFace models,
training runs, and InfluxDB metrics with SSE live updates.
New command: core lab serve --bind :8080
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Ports all remaining LEM pipeline commands from pkg/lem into core ml,
eliminating the standalone LEM CLI dependency. Each command is split
into reusable business logic (pkg/ml/) and a thin cobra wrapper
(internal/cmd/ml/).
New commands: query, inventory, metrics, ingest, normalize, seed-influx,
consolidate, import-all, approve, publish, coverage.
Adds Path(), Exec(), QueryRowScan() convenience methods to DB type.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Tracks model size at load time and checks Metal active memory after
each generation. If usage exceeds 3× model size, forces double GC
and cache clear as a safety net.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The Go wrapper was tracking inter-array references via desc.inputs,
creating chains that kept all intermediate arrays alive across requests.
After 3-4 requests, Metal memory grew to 170GB+ and macOS killed the
process.
Fix: remove desc.inputs/numRefs entirely. MLX-C has its own internal
reference counting — when Go GC finalizes an Array wrapper, it calls
mlx_array_free which decrements the C-side refcount. If the C-side
count reaches 0, Metal memory is freed. Go GC + MLX-C refcounting
together handle all lifecycle management correctly.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Go GC cannot see Metal/C memory pressure, so intermediate arrays from
each forward pass accumulated without bound, causing OOM kills after
3-4 requests. Fix: runtime.SetFinalizer on every Array releases C
handles when GC collects them, and runtime.GC() is forced every 4
tokens during generation. Also adds SetMemoryLimit(24GB) as a hard
Metal ceiling.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add ClearCache() wrapping mlx_clear_cache
- Clear Metal allocator cache every 8 tokens during generation
- Set 16GB cache limit on backend init
- Prevents GPU memory from growing unbounded during inference
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Gemma 3 tokenizer.json uses [["a","b"],...] format for merges
instead of the ["a b",...] format. Support both.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Supports both multimodal (Gemma3ForConditionalGeneration) and
text-only configs. Resolves weights with language_model. prefix
fallback. Computes head_dim from hidden_size when missing.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Use pure C callback instead of //export to avoid const char* vs
GoString type mismatch in cgo-generated headers.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Use _axis/_axes variants for softmax, argmax, topk, sum, mean, squeeze,
concatenate, argpartition
- Fix size_t vs int for count parameters throughout
- Fix int64_t strides in as_strided
- Add mlx_optional_int + mode param to quantized_matmul
- Use mlx_array_new() for null arrays (freqs, key, mask, sinks)
- Fix expand_dims to single-axis signature
- Fix compile callback signature (size_t index)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
CGo wrapper for mlx-c providing zero-Python Metal GPU inference.
Includes Gemma 3 model architecture, BPE tokenizer, KV cache,
composable sampling, and OpenAI-compatible serve command.
Build-tagged (darwin && arm64 && mlx) with stubs for cross-platform.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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>
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>
Prevent path traversal in Journal.Append() by validating RepoOwner and
RepoName before using them in file paths. Malicious values like
"../../etc/cron.d" could previously write outside the journal baseDir.
Defence layers:
- Reject inputs containing path separators (/ or \)
- Reject ".." and "." traversal components
- Validate against safe character regex ^[a-zA-Z0-9][a-zA-Z0-9._-]*$
- Verify resolved absolute path stays within baseDir
Closes#46
CVSS 6.3 — OWASP A01:2021-Broken Access Control
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Pass the API key via x-goog-api-key HTTP header instead of the URL
query parameter to prevent credential leakage in proxy logs, web
server access logs, and monitoring systems.
Resolves: #47 (CVSS 5.3, OWASP A09:2021)
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>
Adds FindByForgejoUser() to Spinner so dispatch matches issues
assigned to Forgejo users (Virgil, Claude, Charon) even when the
agent config key differs (e.g. Hypnos → forgejo_user: Claude).
Searches config key first (direct match), then ForgejoUser field.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Adds pkg/ratelimit for Gemini API rate limiting with sliding window
(RPM/TPM/RPD), persistent state, and token counting. Replaces the
bash agent-runner.sh with a native Go implementation under
`core ai dispatch {run,watch,status}` for local queue processing.
Rate limiting:
- Per-model quotas (RPM, TPM, RPD) with 1-minute sliding window
- WaitForCapacity blocks until capacity available or context cancelled
- Persistent state in ~/.core/ratelimits.yaml
- Default quotas for Gemini 3 Pro/Flash, 2.5 Pro, 2.0 Flash/Lite
- CountTokens helper calls Google tokenizer API
- CLI: core ai ratelimits {show,reset,count,config,check}
Dispatch runner:
- core ai dispatch run — process single ticket from queue
- core ai dispatch watch — daemon mode with configurable interval
- core ai dispatch status — show queue/active/done counts
- Supports claude/codex/gemini runners with rate-limited Gemini
- File-based locking with stale PID detection
- Completion handler updates issue labels on success/failure
Closes#42
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace fmt.Errorf() with structured log.E() errors in agentci, forge,
jobrunner packages. Update PipelineSignal comment to reflect dispatch
fields. Add TODO markers for charmbracelet/ssh migration across all
exec ssh call sites.
Co-Authored-By: Virgil <virgil@lethean.io>
Tickets now carry model (sonnet/haiku/opus) and runner (claude/codex)
fields. agent-runner.sh dispatches to the right backend. Defaults to
claude with sonnet model for cost efficiency.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Config-driven agent targets replace hardcoded map so new agents
can be added via CLI instead of recompiling. Includes setup script
for bootstrapping agent machines and CLI commands for management.
- Add pkg/agentci with config types and CRUD (LoadAgents, SaveAgent, etc.)
- Add CLI: core ai agent {add,list,status,logs,setup,remove}
- Add scripts/agent-setup.sh (SSH bootstrap: dirs, cron, prereq check)
- Headless loads agents from ~/.core/config.yaml
- Dispatch ticket includes forgejo_user for dynamic clone URLs
- agent-runner.sh reads username from ticket JSON, not hardcoded
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Dispatch handler matches child issues that need coding (no PR yet,
assigned to a known agent) and SCPs ticket JSON to the agent's
queue directory via SSH. Includes dedup across queue/active/done
and posts dispatch comments on issues.
- Extend PipelineSignal with NeedsCoding, Assignee, IssueTitle, IssueBody
- Extend ForgejoSource to emit signals for unstarted children
- Add DispatchHandler with Match/Execute (SCP ticket delivery)
- Add agent-runner.sh cron-based queue runner for agent machines
- Wire dispatch handler into headless mode
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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>
Replace all GitHub API and gh CLI dependencies with Forgejo SDK via
pkg/forge. The bash dispatcher burned a week of credit in a day due to
bugs — the jobrunner now talks directly to Forgejo.
- Add forge client methods: CreateIssueComment, CloseIssue, MergePullRequest,
SetPRDraft, ListPRReviews, GetCombinedStatus, DismissReview
- Create ForgejoSource implementing JobSource (epic polling, checklist
parsing, commit status via combined status API)
- Rewrite all 5 handlers to accept *forge.Client instead of shelling out
- Replace ResolveThreadsHandler with DismissReviewsHandler (Forgejo has
no thread resolution API — dismiss stale REQUEST_CHANGES reviews instead)
- Delete pkg/jobrunner/github/ and handlers/exec.go entirely
- Update internal/core-ide/headless.go to wire Forgejo source and handlers
- All 33 tests pass with mock Forgejo HTTP servers
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Reconcile callers with actual function signatures after merging IO
migration branches. Some functions gained io.Medium params (repos.*),
others kept their original signatures (release.*, cache.*, container.*).
- Add io.Local to repos.LoadRegistry/FindRegistry/ScanDirectory callers
- Remove extra io.Local from release.ConfigExists/LoadConfig/WriteConfig callers
- Fix cache.New call (remove nil Medium arg)
- Add missing IsCPPProject to build discovery
- Add missing fields to mcp.Service struct (subsystems, logger, etc.)
- Add DefaultTCPAddr constant to mcp transport
- Fix node.go interface check (coreio.Medium, not coreio.Node)
- Fix container.linuxkit LoadState/EnsureLogsDir arg counts
- Fix vm templates to use package-level functions
- Remove unused Medium field from DaemonOptions
Co-Authored-By: Virgil <virgil@lethean.io>
