Fixes the large-PR token burn: a ~250K-token diff was re-sent every agent
step across models × lenses × passes, draining a metered usage block in
minutes. Small PRs are untouched (every mitigation is size-gated / no-op
under threshold).
- Re-platform the in-process review path onto executus run.Executor: context
compaction (executus/compact, threshold from the model's real context window
via executus/model), run-bounding, a per-PR budget gate (Ports.Budget), and
the wrap-up nudge re-expressed as a run.Critic. Lens fan-out now uses
executus/fanout. gadfly keeps its own model.go, so GADFLY_ENDPOINT_<NAME>
aliases and the claude-code engine are unaffected. No majordomo bump; the
binary stays static (executus core is majordomo+stdlib only).
- Paginate get_diff (per-file `path` + start_line/limit) instead of dumping the
whole diff; trim the recheck diff embed (60k -> 20k chars).
- entrypoint.sh: downshift the fleet above GADFLY_HUGE_DIFF_BYTES (one cheap
model, fewer lenses/steps, no recheck) + a swarm-wide GADFLY_PR_BUDGET_SECS
wall-clock backstop (adds procps for pkill). All advisory; CI never fails.
- README + CLAUDE.md + tests updated.
Note: run.Result exposes no transcript, so the old transcript-based forced-
finalization fallback is dropped; the wrap-up critic nudge is the remaining
"always emit something" mechanism.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Bump majordomo to the latest build and accept every llama-swap spelling
(llama-swap/llama-swaps + un-hyphenated llamaswap/llamaswaps) in gadfly's
endpoint switches; the LLM_* llama-swap(s):// DSN path already worked via
majordomo.Parse. README + error messages + endpointProvider alias tests.
Swarm review: 8/9 clean; qwen3-coder's "Blocking" was a false positive
(claimed llamaswap was untested — it has dedicated test cases). Folded in
its one fair nit (README now lists the un-hyphenated aliases).
gofmt clean, go vet quiet, go test -race green.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Steve Dudenhoeffer <steve@stevedudenhoeffer.com>
Co-committed-by: Steve Dudenhoeffer <steve@stevedudenhoeffer.com>
Phase 2: bump majordomo to latest and wire its new llamaswap provider
into gadfly's endpoint switches; add claude-code/sonnet to gadfly's own
dogfood swarm (pin :sha-86f12c1, map CLAUDE_CODE_OAUTH_TOKEN) so the
Phase-1 engine runs as a live competitor; document the Ollama-through-CC
ANTHROPIC_BASE_URL proxy path as example-only.
The 11-model swarm (incl. claude-code/sonnet) reviewed it; 52 findings
graded via the MCP. Folded in the two real ones: a llamaswap
endpointProvider test (caught by claude-code/sonnet, citing CLAUDE.md)
and adding "openai-compatible" to the provider error messages (gpt-oss).
gofmt clean, go vet quiet, go build + go test -race green.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Steve Dudenhoeffer <steve@stevedudenhoeffer.com>
Co-committed-by: Steve Dudenhoeffer <steve@stevedudenhoeffer.com>
Replace the single generic review with a suite of focused specialists, each its
own review+recheck pass, merged into ONE comment (a collapsible section per lens,
led by the worst verdict; the optional `improvements` lens never escalates it).
- cmd/gadfly/specialists.go: built-in lenses + default suite (security, correctness,
maintainability, performance, error-handling) + opt-in (tests, docs, conventions,
improvements). Selection via GADFLY_SPECIALISTS (csv/"all"); custom defs via
GADFLY_SPECIALIST_<NAME> env and a repo .gadfly.yml (specialists + define).
Precedence: built-ins < file < env. Unknown names error but don't sink the run.
- cmd/gadfly/consolidate.go: verdict parse + one-comment render.
- main.go: loop specialists; per-lens failure is an inline notice, never fatal.
Default timeout bumped to 600s (suite runs sequentially).
- base system prompt trimmed to persona+tools+discipline+output; lens-specific
focus is appended per specialist (semantic re-derivation discipline kept in base).
- entrypoint default models -> single model (suite already gives breadth; cost ~=
specialists × models × 2). Adds gopkg.in/yaml.v3.
- docs/examples: README "Specialists" section, examples/.gadfly.yml, stub var,
CLAUDE.md architecture/config. Dynamic `auto` selection is the planned next step.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Replace the hardcoded ollama.Cloud binding with majordomo's provider registry,
so Gadfly can target any backend majordomo supports without code changes.
- cmd/gadfly/model.go: resolveModel() — GADFLY_PROVIDER (default ollama-cloud)
prefixes bare model ids; GADFLY_MODEL may be a full provider/model spec, alias,
or failover chain (verbatim). GADFLY_BASE_URL constructs openai/ollama/anthropic/
google directly at a custom endpoint (OpenAI-compatible + local/remote Ollama).
GADFLY_API_KEY else the provider's standard env var. + buildSpec unit tests.
- run.sh: provider-aware key gate (local Ollama needs none); maps OLLAMA_CLOUD_API_KEY
-> OLLAMA_API_KEY; provider/base-url/key inherited by the binary. Gadfly-branded comment.
- entrypoint.sh: GADFLY_MODELS alias for OLLAMA_REVIEW_MODELS; provider passthrough.
- examples + README: Models & providers section. Upfront: only the Ollama paths
(local + OpenAI-compatible-against-Ollama) are tested; OpenAI/Anthropic/Google
are wired via majordomo but UNTESTED (no spend).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Standalone, Docker-packaged extraction of the agentic PR reviewer that runs in
Gitea Actions: reads the checked-out repo with read-only tools (read_file/grep/
find_files/get_diff), verifies findings before reporting, two-pass review +
adversarial recheck, posts one labeled comment per model. Advisory only.
- cmd/gadfly: reviewer binary (majordomo + Ollama Cloud), zero deps beyond stdlib + majordomo
- entrypoint.sh: container brains — trigger gating, PR clone, model loop (logic out of YAML)
- Dockerfile: multi-stage; build-time module token never reaches the final image
- .gitea/workflows/build-image.yml: tag v* → build & push image
- examples/: ~15-line consumer stub
- system prompt genericized + hardened to re-derive constants/formulas (semantic bugs)
Vibe-coded with Claude Code; see README disclosure. Advisory, never blocks merge.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
steve