Clankers are very smart, but…
Clankers are great at thinking and planning, but not at long-running execution.
HyperClank breaks work down into clanker-sized chunks. No LLM in the loop at the top level, every clanker gets a fresh context.
Create a plan, any way you like. HyperClank will read it and…
- Prove Your Rebuild Matches the Shipped Binary A comment-stripped source tree, a byte-reproducible build, and a script that lets a customer check both. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/reproducible-source-release-fast.mp4
- Stripping Internal Tooling from Shipped Builds Default-on build features keep developer builds whole while paid and demo distributions ship without the internal tooling. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/feature-exclusion-release-fast.mp4
- Sentence Case for Engine Status Text Make card detail and finish messages read as prose, without disturbing the tokens inside them https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/tui-casing-cleanup-fast.mp4
- Making a Flaky Test Suite Trustworthy Again Measuring, fixing, and preventing test flakiness across the suite. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/flaky-test-cleanup-fast.mp4
- Merge Finalization That Recovers Itself One finish path, a truthful success check, and resume that converges without hand cleanup. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/robust-merge-finalization-fast.mp4
- The Halt Modal Shows the Whole Diagnosis A stop screen that grows to its content, scrolls, and reads the report inline https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/halt-recovery-modal-fast.mp4
- Autonomy-First Merge-Back Conflict Handling Try to resolve the merge conflict without a human, and ask only when that fails. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/autonomous-conflict-handover-fast.mp4
- Prove the Merge Before It Lands Safer merge landing with red-merge handling and resolution guidance. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/aggressive-merge-resolution-fast.mp4
- Sentence Case Across the Live Monitor Consistent casing across the TUI's cards, states, and metrics. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/gantry-casing-cleanup-fast.mp4
- Making Sprint Counts Comparable Across Runs Splitting a run's completion state from the sprint size a person actually scans for. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/sprint-count-views-fast.mp4
- Usage Sidecars Written Beside Every Stage Capture per-turn context usage as each stage finishes, so a run carries its own numbers https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/inline-usage-capture-fast.mp4
- Runs That Build Until a Goal Passes Building the verification-driven goal and loop run system. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/goals-and-loops-fast.mp4
- A Fast Default Gate and an Opt-In Display Tier Speeding up the suite with a dedicated display E2E tier. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/test-suite-speed-fast.mp4
- Finding the Real Checkout Behind a Worktree Making run identity resolve to the primary checkout no matter where Gantry is invoked https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/worktree-locator-fast.mp4
- From Gate to Test in Gantry's Prose A documentation pass that says test where the words are for people and keeps gate where they name a thing. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/gate-to-test-rename-fast.mp4
- One Default Build Path, No Startup Triage Plain plan builds now go straight to the milestone driver, with the startup classifier and its build-family flags removed. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/default-build-triage-cleanup-fast.mp4
- Gantry's Gated Demo Edition A gated demo that unlocks runtime access and verifies release artifacts. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/demo-gating-system-fast.mp4
- Renaming the Brain to the Assistant A behaviour-preserving rename of Gantry's conversational LLM driver, from brain to assistant, across code and docs. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/brain-to-assistant-rename-fast.mp4
- Retiring Gantry's Hard-Coded Harness Default Global harness config with fallback resolution and precedence. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/global-harness-defaults-fast.mp4
- Gantry Builds Its Own Releases Replacing the GitHub Actions release pipeline with one local, self-verifying command. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/local-release-producer-fast.mp4
- A Verifiable Source-Review Archive for Every Release Deterministic source snapshots, license compliance, and signed checksums wired into the release. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/source-review-distribution-fast.mp4
- Safe Finalize in a Shared Checkout Safe finalization when the checkout is shared between runs. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/shared-checkout-safety-fast.mp4
- Which Harness Ran This Card Showing harness and model on every build stage. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/harness-model-display-fast.mp4
- The Fresh-Box Readiness Check and Release Path gantry doctor for a clean machine, plus a path to shipping Gantry as a versioned binary https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/distribution-and-preflight-fast.mp4
- Drag to Select and Copy in the Monitor Text selection and clipboard copy in the terminal UI. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/text-selection-fast.mp4
- Feed Cards That Match the Run's Real Shape A run classified for milestones but built as one flat sprint no longer announces a structure it never builds. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/hide-milestone-language-fast.mp4
- A Sensible Default for the Untouched Split Give the never-dragged sidebar/feed divider an adaptive layout, and leave a dragged one alone https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/adaptive-split-defaults-fast.mp4
- A deep-dive panel for a run's stats and git history A plans dashboard with improved paging and git activity tracking. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/plans-stats-panel-fast.mp4
- Teaching the Merge Resolver to Prove It Dropped Nothing The finish step now checks a resolution actually carried main's changes, and repairs the ones it didn't. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/merge-reconciliation-fast.mp4
- Restoring a Silently Reverted TUI Layout Re-applying dropped layout commits by hand, then pinning them with a test the gate never had. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/restore-tui-layout-fast.mp4
- A Menu System for Gantry's Run Monitor A seven-menu TUI redesign with a pager and live statistics. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/plans-menu-makeover-fast.mp4
- A Live Countdown for a Parked Run Turning a usage-limit wait from a stale corner note into a card that counts down to the resume time. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/usage-limit-countdown-card-fast.mp4
- A Fast Parallel Resume Scan for Map Runs Classify every already-done unit at once, up front, instead of two slow sequential sweeps. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/parallel-map-resume-fast.mp4
- Teaching Codex to Wait Out a Usage Limit Codex usage-limit hits become a timed pause and auto-resume, not a dead run https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/codex-usage-limit-backoff-fast.mp4
- Recovering a Worktree Left Dirty by an Interrupted Chunk When gantry dies mid-chunk, resume discards the unverified work and rebuilds from the last committed green state. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/resume-worktree-reset-fast.mp4
- Refactoring the Build Engine Into Concern-Focused Modules Turning one oversized file into a directory of per-concern modules, with the test suite as proof nothing moved but the code. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/refactor-build-rs-fast.mp4
- Checkpoint a Gantry Run Without Ending It Bank a long run's finished work to master, then resume the rest. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/partial-merge-checkpoints-fast.mp4
- The Verbose Flag That Kept Runs Alive A one-flag compatibility fix that stops a CLI change from halting whole Gantry runs. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/stream-json-verbose-fast.mp4
- Backoff That Waits for the Reset Time When a usage window runs out, sleep until it reopens instead of halting the run. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/usage-limit-reset-backoff-fast.mp4
- Delivering Gantry's Tools to Any Harness's Assistant The conversational assistant reached its run tools only under Claude; this job taught every harness to register them natively. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/harness-aware-mcp-delivery-fast.mp4
- The Chat Pane Learns to Reply Joining a fully built but isolated chat backend to the running engine, so a typed message finally gets an answer. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/chat-console-integration-fast.mp4
- One Owner Per Run, Attach From Anywhere A process-grounded lock makes one engine own a run, and a live transport lets other front-ends attach to watch and steer it. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/live-run-architecture-fast.mp4
- Resume Any Job Type Where It Stopped Teaching a flagless resume to route every driver, not just the layouts it already recognised. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/resumable-job-types-fast.mp4
- A Conversational Console for a Running Build An in-run chat pane and agent backend that turn gantry's dead-stop moments into conversations. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/gantry-agent-chat-fast.mp4
- Serializing Concurrent Gates Behind a Per-Repo Lock One gate at a time per repository, so overlapping runs stop failing each other https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/per-repo-gate-lock-fast.mp4
- An MCP Server for Watching and Steering a Gantry Run Expose one build's status, artifacts, and controls to an agent — confined to that run https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/gantry-mcp-server-fast.mp4
- Resolving Merge Conflicts Off the Main Checkout Move conflict resolution into the throwaway worktree so a failed merge never dirties your real tree. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/worktree-conflict-resolution-fast.mp4
- Salvage the Work a Timeout Would Have Thrown Away Kill a coding agent for stalling, not for being slow — and keep the work it already finished https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/timeout-guard-and-salvage-fast.mp4
- Judging Whether the Work Was Actually Finished Review learns to ask if a sprint covered its brief, and a cut-off agent stream stops meaning failure. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/plan-review-completeness-fast.mp4
- Map: Fanning Gantry's Pipeline Over a List Fanning work out across many items, sequentially or concurrently. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/map-job-type-fast.mp4
- Riding Out a Transient API Outage Gantry tells a momentary upstream blip from a real failure and waits it out instead of halting the run. https://pub-6889d21b662c41a99d75b71a5b4f16f0.r2.dev/screencasts/fast/transient-retries-fast.mp4
Plan milestones
HyperClank sizes up your plan. If it's a big one, it gets broken into milestones.
gantry plan.md
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Milestone Planner
write-milestones.mdSplits the plan into substantial independently-buildable parts. Writes one brief per milestone. Re-plans when HyperClank observes scoped plan-file changes.
Plan
HyperClank breaks every milestone into sprints. It also sets up a test runner and an environment briefing which are used throughout the job.
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Environment Briefer
write-environment.mdWrites a briefing on tooling and project structure which every subsequent clanker working on the milestone reads.
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Sprint Planner
write-sprints.mdSplits a milestone into coherent pieces of work a clanker can finish in one session. Runs declared handler rounds after observed plan-file changes.
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Tester
write-gate.mdWrites bin/gate, the pass/fail tests HyperClank runs after every clanker action.
Build
A fresh clanker builds each sprint, another clanker reviews it. HyperClank runs the tests after each clanker, and if they fail, a clanker is launched to fix the issue.
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Builder
execute.mdImplements a sprint. If something in the plan seems impossible, issues an alert rather than improvise.
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Reviewer
review.mdReviews a builder's diff against the source plan, applies safe improvements, and expresses future-work changes as scoped plan-file edits.
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when the tests fail
tests ✗ redfix smallest changetest HyperClank re-runs itinvestigate diagnoseSTOP report -
Fixer
fix.mdMakes small changes that make failing tests pass, never changes tests or expands scope.
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Investigator
investigate.mdWhen a fix is not successful (tests still fail), diagnoses the failure and writes a report for the human operator.
Review
Once a milestone is complete, HyperClank reviews it and, if necessary, re-plans the remainder of the work.
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Milestone Reviewer
review.mdReads a whole completed milestone against the source plan. Scoped future-plan edits are observed and routed to the declared re-planning handler.
Merge
Every HyperClank job takes place in its own git worktree in a sandbox. HyperClank does its own git operations, without using an LLM: it integrates master's tip into the run branch inside the worktree, runs the tests, and merges back with --no-ff. Launches a clanker only if there is a merge conflict.
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when main has moved under a long run
conflict main movedresolve in the worktreetest HyperClank re-runs itmerge only if passing -
Conflict Resolver
HyperClank's only git-running clanker. Only launches when upstream master has changed during the run. It integrates main's tip and resolves the conflict inside the throwaway worktree, then hands back to HyperClank to re-run the tests. If it can't be made clean with passing tests, HyperClank restores main untouched and stops.
Loop
HyperClank can also loop. The whole machinery above, repeated until a set goal is reached.
gantry --loop goal.md
HyperClank also supports a simpler form of loop, without planning, closer to a classic Ralph Loop.
gantry --ralph prompt.md
Map
The same careful job, fanned out over a list — one unit per row, each built and merged on its own.
gantry --map items.md
HyperClank turns each row of your spec into an isolated unit with its own worktree, so none waits on another.
Every unit runs the same execute → test → review pipeline a sprint does, with HyperClank running the tests itself.
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Builder
execute.mdBuilds one unit — the same builder a normal HyperClank job uses.
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Reviewer
review.mdReviews the unit's diff, applies safe fixes, flags anything affecting the rest of the work.
Each unit carries a skip-test, so a resumed run rebuilds only what isn't done — and gantry merge can land the finished units mid-run.
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Stats
The creator of Gantry collects statistics on his own Gantry jobs and presents them here, to give an idea about how Gantry performs in real-life situations.
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Docs
Docs are the dense reference surface: install, launch modifiers, job types, run management, harnesses, files, settings, and troubleshooting.
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Ideas
The origin story of Gantry, an agent sequencer for spec-driven development with long-running autonomous execution.
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Replay
Gantry jobs generate detailed logs, which can be used to replay them. On this page a number of such jobs are presented, as screencasts and case studies.
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Downloads
Gantry runs on Linux, Windows (WSL2) and soon macOS.
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Blog
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Why Gantry is licensed under PolyForm Internal Use
Gantry is closed-source source-available commercial software. If you buy Gantry you also get the full source code and you can run it, or modified versions of it, for your own internal use, including for commercial purposes, without time limit.
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Pushing on a Load-Bearing Seam
LLMs have stopped saying delve all the time, but present-day models have their own linguistic affectations. Instead of just being annoyed by them, I started saving examples in a file.