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Multi-agent autonomous SDLC framework. Spec to deployed app. PRD, GitHub issue, OpenAPI/JSON/YAML, or one-line brief. 5 AI providers, 8 quality gates.
The free, source-available autonomous coding agent by Autonomi. Same Loki CLI, SDK, and MCP for everyone; the commercial editions for teams and enterprises are sold under the Autonomi brand (Autonomi Cloud, Autonomi Enterprise).
Hand it a spec. It does not accept "done" on an empty diff or failing tests.
Website | Documentation | Installation | Changelog | Purple Lab -- deprecated v7.44.0
Current release: v7.121.5
How it works: Drop a spec -- a PRD, GitHub issue, OpenAPI/JSON/YAML, or one-line brief. Loki Mode classifies complexity (
run.sh:detect_complexity()), assembles an agent team from 41 specialized agent roles across 8 domains - prompt-defined specifications the orchestrator adopts per phase, with parallel review (blind council) and optional worktree streams on Claude Code, sequential on other providers - and runs autonomous RARV cycles (Reason - Act - Reflect - Verify, seerun.sh:run_autonomous()) with 8 quality gates (seeskills/quality-gates.md). Code is not "done" until it passes automated verification. Output is a Git repo with source, tests, configs, and audit logs.
skills/quality-gates.md) refuses any "done" claim on an empty git diff against the run-start commit, and blocks completion when tests run red, so "complete" means proven, not promised.grep -E) so real LLM-emitted patterns match instead of erroring, and it is runner-agnostic: it runs the project's own declared test command rather than assuming a fixed runner. Crucially, a check that cannot be established is reported as inconclusive (pending), never as a false pass and never as a false failure. rc == 0 alone is not a pass; a test check goes green only on a real "N passed" signal from the runner (v7.121.x).skills/quality-gates.md), blind 3-reviewer code review (run.sh:run_code_review()), anti-sycophancy checksloki verify -- Run Loki's deterministic gates (build, tests, static analysis, secret scan, dependency audit) against any branch or PR diff, including code written by other agents or humans. CI-ready exit codes (0 VERIFIED, 1 CONCERNS, 2 BLOCKED), machine-readable evidence at .loki/verify/evidence.json. Inconclusive evidence is never reported as VERIFIED (v7.27.0).loki spec locks a spec and detects drift deterministically (spec.lock, drift-report.json, and a SPEC_DRIFT finding in loki verify with CI exit codes), so you can tell when the build diverges from what was agreed. loki grill runs a Devil's-Advocate interrogation of the spec before you build, surfacing gaps and contradictions early (v7.28.0).loki plan quote reflects Opus accordingly. For every model lever (session pin, mid-flight override, architect pass) and every LOKI_MAX_TIER path, the loki plan quote, the dashboard's reported model, and the actual dispatched model agree, with the ceiling enforced (v7.31.0; Fable-to-Opus collapse v7.39.1).Most coding agents declare a task done by telling you so in a transcript. The transcript is the agent's own narration; there is nothing to check. Loki Mode takes a different stance: it does not call work done until the work is verified, and every build produces an Evidence Receipt you can re-verify yourself.
The receipt separates two things most tools blur together:
diff_sha256), the test
command that ran with its exit code, the build command with its exit code, and
each quality-gate verdict. A skeptic can recompute every one of these from the
same repo state.The receipt's headline is computed only from the facts:
This is honesty-of-done, not a claim of perfection. The receipt proves the completion claim is backed by deterministic evidence and is independently re-checkable; it does not claim the generated code is bug-free.
Receipts are written to .loki/proofs/<run_id>/ automatically at run completion
(opt out with LOKI_PROOF=0). Inspect and re-check them with loki proof
(aliased as loki receipt):
loki proof list # every receipt: run id, time, council verdict, cost, files
loki proof show <id> # the full proof.json (facts, assessments, honesty)
loki proof verify <id> # re-check the receipt against the repo (exit 0 clean, 1 tamper/drift)
loki proof verify does two independent checks and prints the result as JSON:
hash_ok
is false.diff_sha256
to what the receipt recorded. If the repo no longer matches, diff_drift is
true.A clean receipt prints "ok": true and exits 0. A tampered or drifted receipt
exits 1. When a check cannot run (for example a receipt with no recorded base
SHA), the verifier reports it as unverifiable rather than passing it silently.
{
"hash_ok": true,
"diff_drift": false,
"gpg_ok": "n/a",
"degraded": [],
"reason": "",
"ok": true
}
You can share a receipt as a self-contained HTML page (loki proof open <id>),
or publish it as a GitHub Gist with loki proof share <id> (opt-in; the page is
redacted before it leaves your machine). An optional, off-by-default GPG detached
signature (LOKI_PROOF_GPG_KEY) lets a third party confirm the receipt came from
you.
When Loki opens a pull request, the PR body includes the Evidence Receipt
summary, so a reviewer does not have to take the agent on faith. It shows the
honest verdict (VERIFIED / VERIFIED WITH GAPS / NOT VERIFIED), the key facts
(diff hash, tests, secure-gate, cost), and a "verify this yourself" line:
loki proof verify <id> against the recorded base SHA. A green claim appears
only when the receipt's own headline is VERIFIED. This is on by default whenever
Loki opens or advises a PR; opt out with LOKI_PROVEN_PR=0.
An optional advisory status check (loki: verified-completion) maps the verdict
to a GitHub check-run. It is opt-in (LOKI_PROVEN_PR_CHECK=1) and can never block
a merge on its own. To make verified-completion blocking, add it as a required
status check in your repository's branch-protection settings.
Zero install, zero key, zero spend. See a real Evidence Receipt right now:
npx loki-mode tour # replay a real sample receipt (no install, no key, no spend)
Ready to build? Install and run the guided first build:
bun install -g loki-mode # install (npm/brew/Docker also work, see below)
loki quickstart # one guided command: your first real build
loki quickstart is the recommended way to start. It asks a few quick questions
(setup check, one-line idea, template pick, plan review), quotes the real
cost/time estimate before anything is spent, and then runs the build. Pressing
Enter through every step builds the sample Todo app.
Want a taste with zero key and zero spend first? Run:
loki demo --offline # replay a real sample Evidence Receipt (no key, no spend)
It replays a real past build's Evidence Receipt so you can see Loki's honest verdict (VERIFIED / VERIFIED WITH GAPS / NOT VERIFIED) in seconds, with no provider, no API key, no spend, and no network. It is a sample (a replay), not a verdict on your own code.
Prefer the explicit, scriptable path? Scaffold a PRD and run the build yourself:
loki init my-app --template simple-todo-app # scaffold a starter PRD
cd my-app && loki start prd.md # autonomous build from the spec
One thing to know first: Loki drives a separate coding-agent CLI (Claude Code is the recommended one) and needs it plus a couple of common tools on your PATH. Run loki doctor any time and it tells you exactly what is present and what is missing, with a copy-pasteable install command for each gap.
loki doctor # check your setup before the first build
Required:
claude, Tier 1, recommended and E2E-verified - the provider Loki Mode is built for). Codex, Cline, and Aider are supported as experimental providers (wiring in place; not yet E2E-verified by us). Loki cannot run a build without one of these installed and authenticated.python3) for the dashboard, memory system, and orchestration helpers.git) for checkpoints and worktrees.curl for installation and network calls.Recommended:
bun) for the fast runtime (the recommended install path above installs it).jq for nicer JSON handling in shell flows.You also need credentials for whichever provider you use (for Claude Code, an authenticated claude login or ANTHROPIC_API_KEY). loki doctor flags a missing or unauthenticated provider as the first thing to fix.
If you do not have Bun yet:
curl -fsSL https://bun.sh/install | bash # macOS / Linux (or: brew install oven-sh/bun/bun)
Other spec sources work the same way:
loki start owner/repo#123 # a GitHub issue
loki start ./openapi.yaml # an OpenAPI/YAML spec
Or skip scaffolding and go straight to a quick task:
loki quick "build a landing page with a signup form"
Other install methods (all work, all keep working):
| Method | Command | Notes |
|---|---|---|
| Bun (recommended) | bun install -g loki-mode | Fastest startup for CLI commands. |
| Homebrew | brew tap asklokesh/tap && brew install loki-mode | Auto-installs Bun as a dep |
| Docker (easiest) | loki docker start prd.md | Host wrapper: runs loki in the published image with zero config. Bind-mounts the current folder so .loki state, resume, and continuity work exactly like local. Auto-detects auth (ANTHROPIC_API_KEY, else your host Claude Code login). Needs loki + Docker on the host. See DOCKER_README.md |
| Docker (raw) | docker pull asklokesh/loki-mode:latest && docker run --rm -e ANTHROPIC_API_KEY="$ANTHROPIC_API_KEY" asklokesh/loki-mode:latest start prd.md | Bun + Claude CLI pre-installed; needs an API key, or use docker compose with a .env file, see DOCKER_README.md |
| npm (compat) | npm install -g loki-mode | Works without Bun (bash fallback). Migrate any time with loki self-update --to bun. |
Upgrading:
loki self-update # upgrade in place via current manager
loki self-update --to bun # switch from npm/brew to Bun
loki self-update --check # show current install path + manager
loki self-update auto-detects which package manager installed loki and runs the right upgrade. If you installed via npm and want to switch to Bun (recommended for v8.0.0 forward-compat), loki self-update --to bun does the migration in one command (installs via Bun first, then uninstalls the npm copy).
See the Installation Guide for the long form.
Loki Mode runs a dual runtime by deliberate design: the battle-tested Bash engine is the stable core (the autonomous loop, quality gates, and completion council stay on it; it receives bug fixes and hardening), and new product surfaces are built TypeScript/Bun-first as modules that wrap the engine rather than reimplement it. An earlier plan to make v8 Bun-only has been superseded by this stable-engine approach: rewriting the verified trust layer would risk the exact guarantees this product exists to provide, for no capability gain. Bash support is not going away.
What ships today:
bun is on PATH (the router lives in bin/loki): version, --version, -v, status, stats, doctor, provider (covers provider show and provider list), memory (covers memory list and memory index), rollback, kpis, and internal.autonomy/loki), including the autonomous loki start / loki run loop which remains the Bash orchestrator (autonomy/run.sh).bun is not on PATH, the shim falls through to Bash silently. Existing users without Bun installed see no behavior change.Rollback flag:
Force every command to take the legacy Bash path:
LOKI_LEGACY_BASH=1 loki <cmd>
This is the documented escape hatch for any user who hits a regression on the Bun route. The Bash path remains the source of truth through Phase 5.
Phase 6 (planned, calendar TBD):
The next major release sunsets the Bash runtime entirely. There is no firm calendar date. Users who need to stay on the Bash route should pin the last v7.x release.
Cost:
bun resolves).brew install or the official curl installer). The published loki-ts/dist/loki.js bundle inside the npm tarball is approximately 152 KB..loki/metrics/migration_bench_soak.jsonl and analysed in ADR-001. Recorded soak results show roughly 3x to 5x faster execution on the ported commands (per-command range 2.9x to 5.0x); treat as indicative, not contractual.More:
| Method | Command |
|---|---|
| Homebrew | brew tap asklokesh/tap && brew install loki-mode |
| Docker | docker pull asklokesh/loki-mode:latest |
| Inside Claude Code | claude --dangerously-skip-permissions then type "Loki Mode" |
| Git clone | git clone https://github.com/asklokesh/loki-mode.git |
See the full Installation Guide.
A "spec" is whatever you hand loki start. Loki auto-detects the format and normalises it before the RARV loop. A Markdown PRD is one form of spec; the table below lists every input the CLI accepts.
| Format | Example | Notes |
|---|---|---|
| Markdown PRD | loki start ./prd.md | Canonical form. Headings become section anchors. |
| JSON spec | loki start ./spec.json | Free-form JSON; keys surfaced to agents. |
| YAML spec | loki start ./openapi.yaml | OpenAPI / AsyncAPI / plain YAML all accepted. |
| Plain text brief | loki start ./brief.txt | One-paragraph briefs work; complexity auto-detects to "simple". |
| GitHub issue URL | loki start https://github.com/owner/repo/issues/42 | Title + body + labels become the spec. |
| GitHub shorthand | loki start owner/repo#42 | Same as above, shorter. |
| Jira ticket key | loki start PROJ-456 | Requires JIRA_BASE_URL + JIRA_TOKEN env vars. |
| GitLab / Azure DevOps URL | loki start https://gitlab.com/group/proj/-/issues/7 | GitLab and Azure DevOps issue URLs both supported. |
| Bare issue number | loki start #123 or loki start 123 | Resolved against the current repo's origin remote. |
| OpenSpec change directory | loki start --openspec ./openspec/change-001 | Reads OpenSpec change manifest + delta files. |
| Auto-detect (no input) | loki start | Picks up ./prd.md, ./spec.{json,yaml,yml}, or ./SPEC.md from cwd. |
All formats land in the same RARV pipeline and pass the same 8 quality gates (skills/quality-gates.md).
| Project | Build Time | Complexity |
|---|---|---|
| Landing page with signup form | ~10 min | Simple |
| REST API with JWT auth | ~20 min | Simple |
| Portfolio with animations | ~15 min | Simple |
| SaaS dashboard with analytics | ~25 min | Standard |
| E-commerce store with Stripe | ~45 min | Standard |
| Task manager with kanban board | ~25 min | Standard |
| Chat app with WebSocket | ~30 min | Standard |
| Blog platform with MDX | ~30 min | Standard |
| Microservice architecture | ~2 hours | Complex |
| ML pipeline with monitoring | ~3 hours | Complex |
| Simple | Standard | Complex | |
|---|---|---|---|
| Examples | Landing page, todo app, single API | CRUD + auth, REST API + React | Microservices, real-time, ML pipelines |
| Duration | 5-30 min | 30-90 min | 2+ hours |
| Autonomy | Completes independently | May need guidance on complex parts | Use as accelerator with human review |
Every iteration: Reason (read state) - Act (execute, commit) - Reflect (update context) - Verify (run tests, check spec). Failures trigger self-correction.
8 domains: engineering, operations, business, data, product, growth, review, orchestration. These are prompt-defined role specifications the orchestrator adopts per phase, auto-composed by PRD complexity; parallelism comes from the blind review council, the adversarial reviewer, and optional git-worktree streams on Claude Code, sequential on other providers.
Static analysis, test suite (pass/fail), blind 3-reviewer code review with severity blocking, anti-sycophancy Devil's Advocate, mock-integrity detection, test-mutation detection, documentation coverage, and Magic Modules debate. Backward-compatibility is a conditional healing-mode auditor (not one of the 8). Code does not ship until all gates pass.
3-tier architecture: episodic (interaction traces), semantic (generalized patterns), procedural (learned skills). Vector search optional.
Real-time monitoring, agent status, task queue, WebSocket streaming, and Live App Preview (embedded iframe of the running app with Refresh/Open/Restart toolbar). Auto-starts at localhost:57374.
TLS, OIDC bearer-token validation (the foundation for SSO; browser SAML login is roadmap), scoped RBAC, OTEL tracing, policy engine, audit trails. Activated via env vars. See Enterprise Identity Roadmap.
[DEPRECATED in v7.44.0] Purple Lab (loki web, port 57375) is deprecated. The local build monitor and project dashboard are now the dashboard (auto-launched by loki start, http://localhost:57374). For the hosted/commercial platform, see Autonomi Cloud.
The historical feature set (platform pages, Monaco IDE workspace, AI chat panel) lives on in the dashboard and in Autonomi Cloud. loki web still invokes the old binary for backward compatibility but will be removed in a future major version.
| Feature | Loki Mode | bolt.new | Replit | Lovable |
|---|---|---|---|---|
| Self-hosted / your keys | Yes | No | No | No |
| Multi-provider failover (4 providers) | Yes | No | No | No |
| 8 quality gates | Yes | No | No | No |
| Blind code review | Yes | No | No | No |
| Enterprise auth (OIDC token + scoped RBAC) | Yes | No | Yes | No |
| Air-gapped deployment | Yes | No | No | No |
| Docker + CI/CD generation | Yes | No | Yes | No |
| Source-available (BUSL-1.1) | Yes | No | No | No |
| Free tier | Source-available | Yes | Yes | Yes |
Loki Mode is the only platform that is fully self-hosted, source-available (BUSL-1.1), and includes automated quality verification. Your code, your keys, your infrastructure.
Loki's autonomy and quality loop are the product; the underlying coding CLI is swappable. Loki runs on any of the providers below so you are never locked to one vendor.
| Provider | Status | Autonomous Flag | Parallel Agents | Install |
|---|---|---|---|---|
| Claude Code | Active (Tier 1, E2E-verified) | --dangerously-skip-permissions | Yes (10+) | npm i -g @anthropic-ai/claude-code |
| Codex CLI | Experimental (Tier 3) | --sandbox workspace-write --skip-git-repo-check | Sequential | npm i -g @openai/codex |
| Cline CLI | Experimental (Tier 2) | -y | Sequential | npm i -g @anthropic-ai/cline |
| Aider | Experimental (Tier 3) | --yes-always | Sequential | pip install aider-chat |
| Google Gemini CLI | DEPRECATED v7.5.18 | -- | -- | Upstream deprecated; runtime removed. LOKI_PROVIDER=gemini exits with migration message. |
Status legend: "E2E-verified" means we run real spec-to-code builds on it ourselves. Claude Code is the primary, fully supported provider and the one Loki Mode is built for; it gets full features (subagents, parallelization, MCP, Task tool). "Experimental" means the wiring is in place but we have not produced an end-to-end verified build ourselves; treat as community-tested. Experimental providers run sequentially. Auto-failover switches providers when rate-limited. See Provider Guide.
| Command | Description |
|---|---|
loki start [PRD] | Start with optional PRD file (also accepts an issue ref; replaces deprecated loki run). Auto-opens the dashboard in the browser for interactive runs and passes native --effort/--max-budget-usd/--fallback-model for resilience (v7.25.0) |
loki stop | Stop execution |
loki modernize heal <path> | Legacy system healing (archaeology, stabilize, isolate, modernize, validate -- v6.67.0; was: loki heal) |
loki pause / resume | Pause/resume after current session |
loki status | Show current status |
loki cockpit | Live multi-repo status as an inline terminal image (Kitty/iTerm2/WezTerm/Ghostty); text + dashboard fallback elsewhere (v7.126.0) |
loki dashboard | Open web dashboard |
loki preview | Print running app URL and open in browser (Live App Preview, v7.24.0; was: loki open) |
loki web | Launch Purple Lab web UI [DEPRECATED in v7.44.0 -- use loki start which auto-opens the dashboard at http://localhost:57374; for the hosted platform see Autonomi Cloud] |
loki doctor | Check environment and dependencies |
loki plan [PRD] | Pre-execution analysis: complexity, cost, iterations |
loki review [--staged|--diff] | AI-powered code review with severity filtering |
loki test [--file|--dir|--changed] | AI test generation (8 languages, 9 frameworks) |
loki analyze onboard [path] | Project analysis and CLAUDE.md generation (was: loki onboard) |
loki import | Import GitHub issues as tasks |
loki ci | CI/CD quality gate integration |
loki failover | Cross-provider auto-failover management |
loki memory <cmd> |
Run loki --help for all options. Full reference: CLI Reference | Config: config.example.yaml
Loki Mode's accuracy and autonomy behaviors are default-on. Each is an opt-out escape hatch, not a setting you have to discover. The most relevant knobs from the v7.41.x accuracy/autonomy hardening:
| Env var | Default | Effect |
|---|---|---|
LOKI_REVIEW_INCONCLUSIVE_BLOCK | 1 | Blocks completion when a code-review round returns zero usable verdicts (an all-empty review proves nothing). Set 0 to record the inconclusive result without blocking. |
LOKI_COMPLETION_TEST_CAPTURE | 1 | Captures fresh test results before the verified-completion evidence gate evaluates. Set 0 to skip the pre-gate capture. |
LOKI_AUTO_DOCS | true | Generates the .loki/docs/ suite before the documentation gate scores it (bounded: once per run when docs are missing, and again only when >10 commits stale). Set false to opt out. |
LOKI_CAVEMAN | 1 (on) | Output-token compressor for free-form generation only (never trust-gate subcalls). Set 0 to opt out. |
LOKI_CAVEMAN_LEVEL | inferred | Compression level for the compressor. Auto-inferred per invocation from the run's RARV tier; set explicitly (lite / full / ultra) to override the inference. |
This is a subset. See the wiki for the full env-var reference and the RARV-C closure knobs (LOKI_INJECT_FINDINGS, LOKI_OVERRIDE_COUNCIL, LOKI_AUTO_LEARNINGS, LOKI_HANDOFF_MD).
Loki Mode integrates with the BMAD Method, a structured AI-driven agile methodology. If your project uses BMAD for requirements elicitation, Loki Mode can consume those artifacts directly:
loki start --bmad-project ./my-project
The adapter handles BMAD's frontmatter conventions, FR-format functional requirements, Given/When/Then acceptance criteria, and artifact chain validation. Non-BMAD projects are unaffected -- the integration is opt-in via --bmad-project.
See BMAD Integration Validation.
Enterprise features are included but require env var activation. Self-audit: 35/45 capabilities working, 0 broken, 1,314 tests passing.
export LOKI_TLS_ENABLED=true
export LOKI_OIDC_PROVIDER=google
export LOKI_AUDIT_ENABLED=true
loki enterprise status
Enterprise Architecture | Security | Authentication | Authorization | Metrics | Audit Logging
Self-reported results from the included test harness. Verification scripts included for reproduction.
| Benchmark | Result | Notes |
|---|---|---|
| HumanEval | 162/164 (98.78%) | Self-reported; harness + results JSON in benchmarks/results/humaneval-loki-results.json. Max 3 retries, RARV self-verification. |
| SWE-bench | Not yet measured | Harness exists and generates patches, but the official SWE-bench evaluator has not been run, so there is no pass-rate to report. Run it yourself: ./benchmarks/run-benchmarks.sh swebench --execute |
See benchmarks/ for methodology.
11 slides: Problem, Solution, 41 Agents, RARV Cycle, 8 Quality Gates (HumanEval 98.78%), Multi-Provider, Enterprise Hardening (Live App Preview), Full Lifecycle
| Area | What Works | What Doesn't (Yet) |
|---|---|---|
| Code Gen | Full-stack apps from PRDs | Complex domain logic may need human review |
| Deploy | Generates configs, Dockerfiles, CI/CD; loki deploy prints the exact deploy command | Does not deploy -- human runs the printed deploy command (Loki never runs a cloud CLI or git push) |
| Testing | 8 automated quality gates | Test quality depends on AI assertions |
| Providers | 4 providers with auto-failover | Non-Claude providers lack parallel agents |
| Dashboard | Real-time single-machine monitoring | No multi-node clustering |
What "autonomous" means: The system runs RARV cycles without prompting. It does NOT access your cloud accounts, payment systems, or external services unless you provide credentials. Human oversight is expected for deployment, API keys, and critical decisions.
| Source | What We Use |
|---|---|
| Anthropic: Building Effective Agents | Evaluator-optimizer, parallelization |
| Anthropic: Constitutional AI | Self-critique against quality principles |
| DeepMind: Scalable Oversight via Debate | Debate-based verification in council review |
| DeepMind: SIMA 2 | Self-improvement loop design |
| OpenAI: Agents SDK | Guardrails, tripwires, tracing |
| NVIDIA ToolOrchestra | Efficiency metrics, reward signals |
| CONSENSAGENT (ACL 2025) | Anti-sycophancy in blind review |
| GoalAct | Hierarchical planning for complex PRDs |
Practitioner insights: Boris Cherny, Simon Willison, HN Community
Full Acknowledgements -- 50+ papers and resources
git clone https://github.com/asklokesh/loki-mode.git && cd loki-mode
npm install && npm test # CLI + Node test suites
python3 -m pytest # Python test suite
See CONTRIBUTING.md for guidelines.
Business Source License 1.1 -- Free for personal, internal, academic, and non-commercial use. Converts to Apache 2.0 on March 19, 2030. Contact founder@autonomi.dev for commercial licensing.
Autonomi | Documentation | Changelog | Comparisons
.claude/
.claude-plugin/
marketplace.json
commands/
loki-grill.md
loki-spec-status.md
loki-verify.md
settings.json
.dockerignore
.env.example
.githooks/
pre-push
.github/
actions/
review/
action.yml
DISCUSSION_TEMPLATE/
ideas.yml
q-and-a.yml
show-and-tell.yml
ISSUE_TEMPLATE/
bug_report.md
config.yml
enterprise.md
feature_request.md
PULL_REQUEST_TEMPLATE.md
workflows/
arm64-runtime.yml
bun-parity.yml
check-phase6-ready.yml
cla.yml
claude-code-review.yml
claude.yml
coverage.yml
example-loki-review.yml.example
integrity-audit.yml
loki-ci-example.yml
loki-enterprise.yml
model-catalog-probe.yml
mutation-testing.yml
pages.yml
parity-drift.yml
post-release-smoke.yml
provenance.yml
release.yml
sbom.yml
security-audit.yml
sentrux-real.yml
soak-monitor.yml
test.yml
wiki-sync.yml
.gitignore
.mcp.json
.npmignore
404.html
action.yml
agent-skills/
checkpoint-mode/
SKILL.md
prompt-optimization/
SKILL.md
README.md
agents/
hub_install.py
managed_registry.py
types.json
api/
api-examples/
bash-api.sh
deno-api.ts
node-api.js
python-api.py
README.md
client.ts
middleware/
auth.ts
cors.ts
error.ts
timing.ts
mod.ts
openapi.yaml
README.md
routes/
events.ts
health.ts
learning_test.ts
learning.ts
memory.ts
sessions.ts
tasks.ts
server_test.ts
server.js
server.ts
services/
cli-bridge.ts
event-bus.ts
learning-collector_test.ts
learning-collector.ts
state-notifications.ts
state-watcher.ts
test.js
types/
api.ts
events.ts
memory.ts
ARCHITECTURE.md
artifacts/
beat-replit-engineering-plan.md
BUG-HUNT-REPORT-v7.6.1.md
engine-dashboard-loki/
building-full.png
building-sidebar.png
idle-full.png
idle-sidebar.png
reduced-motion-full.png
reduced-motion-sidebar.png
live-preview-screens/
01-running-iframe.png
02-crashed-banner-redacted.png
merge3-7-permutation-report.md
merge3-screenshots/
01-root-redirect.png
02-lab-home.png
03-lab-projects.png
04-lab-settings.png
05-lab-magic.png
merge4-screens/
dashboard-analytics.png
dashboard-app-runner.png
dashboard-checkpoint.png
dashboard-context.png
dashboard-cost.png
dashboard-council.png
dashboard-escalations.png
dashboard-insights.png
dashboard-lab.png
dashboard-migration.png
dashboard-notifications.png
dashboard-overview.png
dashboard-prd-checklist.png
dashboard-quality.png
lab-mounted-.png
observability/
data.json
Dockerfile
fetch-data.sh
index.html
R2-benchmark/
SAMPLE-RESULTS.md
replit-adopt-study.md
USER-TEST-REPORT-v7.6.0.md
ut-screenshots/
01-notes-app-running.png
dashboard-interactive/
analytics.png
app-runner.png
checkpoint.png
context.png
cost.png
council.png
escalations.png
insights.png
lab.png
migration.png
notifications.png
overview.png
prd-checklist.png
quality.png
lab-interactive/
admin.png
compare.png
home.png
magic.png
metrics.png
projects.png
settings.png
showcase.png
system.png
teams.png
templates.png
v7-e2e-saas/
E2E-COMPLEX-APP-2026-07-02.md
E2E-RUN-LOG.md
FIX-SPEC-91-worker-timeout-honest-terminal.md
FIX-SPEC-92-orphan-wrapper-liveness-reap.md
assets/
lokesh_brand_full.png
publisher-icon-128.png
welcome/
welcome.html
autonomy/
api-server.js
app-runner.sh
bmad-adapter.py
checklist-verify.py
completion-council.sh
config.example.yaml
CONSTITUTION.md
context-tracker.py
council-v2.sh
crash.sh
docker-run.sh
grill.sh
hooks/
migration-hooks.sh
quality-gate.sh
session-init.sh
store-episode.sh
track-metrics.sh
validate-bash.sh
issue-parser.sh
issue-providers.sh
lib/
assets_bundle.py
checkpoint_sync.py
claude-flags.sh
cockpit-render.sh
config-map.sh
contract-scaffold/
generate.mjs
README.md
scaffold.sh
templates/
server/
index.mjs.tmpl
package.json.tmpl
ui/
ListView.tsx.tmpl
theme.css.tmpl
cr-rematerialize.py
crash_capture.py
crash_redact.py
done-recognition.sh
efficiency_cost.py
effort_estimator.py
expectation-ledger.py
functional-verify.py
git-pr-advisory.sh
lock.sh
mcp-config.sh
own-render.py
prd-enrich.sh
project-graph.sh
proof_redact.py
proof-check.sh
proof-generator.py
proof-pr.sh
proof-template.html
proof-verify.py
scaffold-hook.sh
secure-scan.py
sentrux-gate.sh
trust_metrics.py
trust_trajectory.py
voter-agents.sh
wiki_index.py
wiki_llm.py
wiki-ask.py
wiki-generator.py
loki
mcp-launch.sh
migration-agents.sh
mirofish-adapter.py
notification-checker.py
NOTIFY_INTEGRATION.md
notify.sh
openspec-adapter.py
playwright-verify.sh
prd-analyzer.py
prd-checklist.sh
provider-offer.sh
queue-consumer.sh
quickstart.sh
README.md
run.sh
sandbox.sh
seccomp-sandbox.json
serve.sh
spec-interrogation.sh
spec.sh
telemetry.sh
trigger-schedule.py
trigger-server.py
tui.sh
verify.sh
voice.sh
benchmarks/
bench/
adapters/
__init__.py
_base.py
aider.py
claude_code.py
loki.py
manual.py
bench_schema.py
fixtures/
demo-pass/
seed.txt
hard-1-order-api/
hard-1-order-api-overlay/
check_acceptance.py
README.md
multifail-1-two-modules/
multifail-1-two-modules-overlay/
check_acceptance.py
README.md
simple-1-contact-form/
simple-1-contact-form-overlay/
check_acceptance.py
README.md
simple-2-fizzbuzz/
simple-2-fizzbuzz-overlay/
check_acceptance.py
README.md
tokenheavy-1-crm/
tokenheavy-1-crm-overlay/
check_acceptance.py
README.md
mergeability_score.py
methodology-template.md
prices.json
report.py
results/
.gitignore
run.sh
runner.py
tasks/
demo-fail.json
demo-pass.json
hard-1-order-api.json
mergeability/
config-merge-mutation/
acceptance/
acceptance.sh
rubric.py
fixture/
config_merge.py
reference_change.py
spec.md
task.json
README.md
slugify-empty-crash/
acceptance/
acceptance.sh
rubric.py
fixture/
slugify.py
reference_change.py
spec.md
task.json
multifail-1-two-modules.json
simple-1-contact-form.json
simple-2-fizzbuzz.json
tokenheavy-1-crm.json
tests/
test_grader_discrimination.py
test_iteration_source.py
test_model_pin.py
datasets/
humaneval.jsonl
swebench-lite.json
embedding-benchmark.py
magic-ab/
compare.py
prd.md
README.md
results/
RESULTS-2026-04-18.md
A-20260419T020652Z.json
B-20260419T020652Z.json
run.sh
prepare-submission.sh
results/
2026-01-05-00-23-56/
humaneval-results.json
SUMMARY.md
swebench-results.json
2026-01-05-00-49-17/
humaneval-results.json
humaneval-solutions/
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114.py
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loki quickstart -- four quick questions (setup check, one-line idea, template pick, plan review) and your build starts; pressing Enter through every step builds the sample Todo app. The plan step quotes the real cost/time estimate before anything is spent, and loki demo now confirms its estimate the same way. If no AI provider CLI is installed, Loki offers to install Claude Code (consent-gated, interactive terminals only) (v7.29.0).loki preview (alias loki open) to print the URL and open it in your browser. Local-first: no hosted service, no vendor lock (v7.24.0).docker-compose.yml with healthchecks, depends_on wiring, env-var config, and a .env.example. The Live App Preview surfaces the web service URL (not a database port), and health reflects the web service's Docker healthcheck so a crashed app shows as crashed even when the database stays up. Single-service apps stay on a plain run command. All local-first, no hosted service (v7.26.0).loki start -- For interactive foreground runs the dashboard auto-opens in the browser (cross-platform; skipped in CI, SSH-without-TTY, and piped runs; opt out with LOKI_NO_AUTO_OPEN=1). The completion summary shows "Your app is live at " so you know exactly where to try what Loki just built. The autonomous loop passes Claude Code's --effort, --max-budget-usd, and --fallback-model on every iteration (each gated on CLI support and individual opt-out env vars) for better long-run unattended execution (v7.25.0).memory/engine.py)loki modernize heal archaeology/stabilize/isolate/modernize/validate phases (v6.67.0, see skills/healing.md)mcp/server.py, with magic tools registered from mcp/magic_tools.py and the managed-memory tool from mcp/managed_tools.py). Of the 34, 33 are always available; loki_memory_redact is registered but only succeeds when LOKI_MANAGED_AGENTS=true and LOKI_MANAGED_MEMORY=true. Launch with loki mcp (bootstraps the Python MCP SDK on first run).loki-ts/src/runner/providers.ts); no vendor lock-in. Gemini CLI deprecated v7.5.18.| Memory system: index, timeline, search, consolidate |
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