Triaged gadfly's P1 review (advisory). Fixed the three clearly-correct, low-risk items; the rest were pre-existing mort behavior or theoretical: - model/call.go: recordUsage dropped fully-cached responses (input==0 && output==0 early-return missed CacheRead/CacheWrite-only usage, which Anthropic/OpenAI prompt-caching bills). Guard now also checks cache tokens. - llmmeta/helper.go: recordLedger swallowed Storage.RecordMetaCall errors; now logs them (slog.Warn) so a non-logging Storage impl can't silently drop audit rows. - model/cloud_sync.go: the ollama.com limit-cache used unbounded io.ReadAll; wrapped both reads in io.LimitReader(1 MiB) so a misbehaving endpoint can't exhaust memory before the 15s timeout. Noted-not-fixed (follow-ups / pre-existing mort semantics): tier_not_allowed ledger label on resolution failure, unknown-model usage attribution, the cloud_sync https scheme allowlist, and several theoretical/cosmetic items. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
executus
⚠️ This project is vibe-coded. executus is written almost entirely by an AI coding agent (Claude), with a human steering at the design and review level rather than typing the code. That's a deliberate choice, stated up front — the same way gadfly is. Read the code before you depend on it, pin a version, and file issues if something looks off. It is offered as-is.
A batteries-included base for building LLM agent harnesses in Go. Import it, do a little wiring, and you have agentic capabilities: a bounded run loop, a tool registry with a suite of common tools, context compaction, config-driven model tiering and failover, structured output, and parallel fan-out — with sensible defaults so a brand-new project is agentic with almost no setup, and pluggable seams so a serious host can swap in its own storage, config, delivery, and tools.
executus sits strictly above majordomo — the lean LLM substrate (agent
loop, canonical llm types, providers, media normalization, model parsing /
failover / tiering). majordomo stays the substrate; executus is the opinionated,
batteries-included layer on top. executus requires no changes to majordomo.
Status
Early. Being extracted, phase by phase, from the agent layer of mort (a Discord
bot) — mort and gadfly are the first two consumers (heavy and light). See
CLAUDE.md for the architecture and the extraction roadmap (P0–P6).
Available today (P0):
lane/— bounded worker pool with fair-share queueing (run- and provider-concurrency).fanout/— programmatic N×M swarm with bounded global + per-key concurrency.config/— the host config seam (Source) with an env-var default.deliver/— the output-egress seam withDiscard/Stdoutdefaults.identity/— caller-identity seams (AdminPolicy,MemberResolver).dispatchguard/,pendingattach/,run/progress.go— run-safety primitives.
Design
Two tiers in one module (go.mod = majordomo + stdlib only):
- Core — everything a light host needs to be agentic: run loop, tool registry + common tools, model resolution, compaction, lanes, fan-out, structured output. No persistence, no scheduling.
- Batteries (opt-in sibling packages) — persona/agent nouns, saved skills, audit, run-critic, scheduling, budgets, checkpointing. Each is nil-safe and ships a default, so you add only what you use.
Persistence that needs a real database lives in a separate nested module
(contrib/store, pure-Go SQLite) so the core never drags in a DB driver — a
static-binary host (gadfly) stays static.
License
TBD.