Pre-release · a local agentic harness

Break
free.

Senior-engineer outcomes on the hardware you already own. Contrare ARC is a governed autonomous coding agent that runs entirely on your machine — no cloud, no rent, no rate limits.

See the harness → Meet CLIDE
8GBVRAM floor
50language targets
100%local / offline
0cloud calls required
arc · clide Tokyo Night

          
modelqwen3.5-9b · Q4_K_M
vram6.18 / 8.0 GB · fits
throughput~18 tok/s
networkoffline · 0 egress
› ready.
↑ the site is themed by CLIDE's own engine — try the swatches
01 — The thesis

The harness, not the horsepower.

Everyone else is racing to a bigger brain in someone else's datacenter. We went the other way. Contrare ARC wraps a small 9B model that lives on your machine in an engineering harness so precise the model only ever does the one thing small models are great at: local reasoning over a correct, tiny context.

No exploration. No recall gymnastics. No bookkeeping. The harness does the hard parts — exact call graphs, exact spans, exact provenance — deterministically. The result is senior-engineer behaviour from hardware you'd never expect it from.

We didn't train a bigger brain. We engineered it a better body.
02 — Your hardware

Stop being limited by your hardware.

An 8GB laptop GPU is not a constraint — it's the target. Contrare ARC profiles your exact machine against a table of ~70 GPUs, computes a real VRAM budget, and picks the sharpest model that fits.

bandwidth-aware 5-tier classification KV-cache quantization
hardware-profiler● detected
gpuRTX 4060 · 8 GB
tierStressed
budget6.4 GB usable
speed~18 tok/s
MODEL FIT
qwen3.5-9b Q4_K_Mfits
qwen3.5-9b Q5_K_Mtight
qwen-14b Q4offload
qwen-32b Q4won't fit
03 — Why local wins

Local. Secure. Yours.

01

Local by default

Fully functional with zero cloud calls. Your code never leaves the machine. Cloud providers are an optional escalation tier — never a dependency, never the default.

02

Secure & governed

Every action runs through a sandbox and a capability policy. A governed action loop gates what the agent can touch — and leaves an auditable receipt for every step it takes.

03

Genuinely yours

Your machine, your model, your weights, your data. No telemetry, no lock-in, no rent. When the power's out and the wifi's down, it still works.

04 — The interface

Meet CLIDE.

A CLI and an IDE in one terminal. Everything lives in a single fixed four-zone workspace — your chats & folders on the left, the agent conversation in the middle, and a five-tab context panel (Notes · Files · Web · View · Graph) on the right. Full mouse, full keyboard, readable to 80 columns.

ARC ▸ clide search chats, files… ~/dev/acme-api
⌨ terminal ▴ Approach ◐ Auto  ·  ◌ Ask ● engine · maps 16/16 fresh
─ Refactor auth middleware ─
▸ you
harden token refresh against 401 storms
⚙ tool
read src/auth/refresh.rs · graph-query verify_token() → 7-file blast radius
thinking
retry budget comes from config/auth.toml — back off instead of failing hard…
◆ arc
Proposed a verified patch — 401s now back off within budget. Review & apply the hunks inline.
IR1 add 401-storm test IR2 document backoff ◷ 12.4k tok · ctx 78%/16k
Type a message… ◐ Auto ▾
TERMINAL — one-shot
$ cargo test auth::refresh
test backs_off_on_401 … ok
ARC ENGINE
ready · maps 16/16 fresh
keeps the repo map fresh —
not a shell
Tabfocus Alt+Mmode Ctrl+Tterminal Ctrl+Rrewind truecolor → ansi16 → no-colour
↑ click the panel tabs — Notes · Files · Web · View · Graph — the real CLIDE surface

Autonomy is a dial, not a switch

how hard it thinks · what it may do on its own
APPROACH
PERMISSIONS
◐ Auto — picks the right depth for each request. Recommended.
Split chat view
Two conversations side-by-side (A│B), one shared composer.
Pop out any tab
Expand Notes, Files or Graph to near-fullscreen. Esc to dock.
Rewind & checkpoints
Hash-chained restore points — roll back code, chat, or both.
▾ ▸
Chat folders
Group sessions into folders; pin, rename and reorder.
Connect phone soon
Kick off runs and watch progress from your phone.
MCP tools
Federate Model-Context-Protocol servers — governed, opt-in.

⚙ ARC engine — live stats

click the engine in-app to open this
LOCAL · RUNNING
qwen3.5-9b6.2/8G
nomic-embedidle
SYSTEM
vram6.2 / 8.0 G
ram11.4 / 16 G
cpu34%
CLOUD · ESCALATION (OPTIONAL)
Cerebras12k / 1M
DeepSeek418k / 2M
OpenRouteridle
+ 14 more providers · live key health
MODELS · ACCEPTED
qwen3.5-9blocal
deepseek-v3cloud
llama-3.3-70bcerebras
claude (BYO key)off
escalationlocal-first
Cloud is never required — it's an optional escalation tier. Switch it off and every number here is 100% your machine.
05 — Themes

Eight themes.
One tap.

This entire page is running CLIDE's own theme engine right now. Every palette is WCAG-contrast-gated and degrades gracefully: truecolor → ansi16 → no-colour. Pick one — watch everything re-theme.

06 — The harness

The harness is the breakthrough.

Everything hard about autonomous coding — memory, context, safety, learning — lives here, engineered and deterministic. The model just writes. Senior-engineer outcomes. 8GB of VRAM.

01 · intent

It maps what you're actually building

Not just the prompt you typed — your real goal. Contrare ARC keeps a hierarchical Project → Feature → Subfeature intent map, so every action serves the outcome, not the sentence.

intent-store · strict schema · sha256-digested
02 · memory

Your repo is the brain

The codebase is the knowledge store — not the model's context window. A deterministic graph of every symbol, call and reference, queried on demand, never hallucinated from memory.

graph-query · callers · callees · neighborhood
03 · proof

Deterministic & receipt-backed

Same inputs, byte-identical output. No dice-rolling in the mapping pipeline. Every artifact is a receipt with full provenance you can audit, all the way up the chain.

receiptSha256 · hash-chained cohorts
04 · depth

Mapped to the atom

Support for 50 languages, mapped right down to the atom — exact call graphs from real compilers and language servers.

compiler API · LSP · SCIP · tree-sitter
05 · learning

Sharper the more you use it

Per-project behaviour learning that compounds. It remembers how your codebase is shaped and how you like to work — and resumes long sessions exactly where they stopped.

durable checkpoints · continuation handoff
07 — Setup

One command.
It handles the rest.

It downloads, installs, configures, and maps your repo to the sharpest level your machine allows — hierarchical intent, a behaviour baseline, the full toolchain. No YAML. No GPU shopping list.

◇ beginners → guided wizard ⌘ experts → a flag for everything
install~/dev/my-repo
$ curl -fsSL contrare.dev/install | sh
▸ profiling hardware ····· RTX 4060 · 8GB
▸ choosing model ········· qwen3.5-9b · fits
▸ downloading ············ 6.18 GB
▸ installing toolchain ···
▸ mapping repository ····· 50 langs · atom-deep
▸ learning intent ········ 4 features
✓ ready — run arc
08 — Built on

Standing on
giants.

Contrare ARC is engineering, not magic — and none of it exists without decades of open-source and open research. Here's what we build on, and who we learned from. Credit where it's due.

RUNTIME & MODELS
  • Ollama · local serving
  • llama.cpp · inference
  • Qwen · base model
  • Hugging Face Hub · weights
  • LiteLLM · provider proxy
CLIDE INTERFACE
  • Ratatui · TUI framework
  • Crossterm · terminal backend
  • vt100 · terminal emulation
  • portable-pty · PTY embedding
  • clap · CLI parsing
CODE INTELLIGENCE
  • Tree-sitter · parsing
  • LSP · rust-analyzer, gopls, pyright, clangd
  • SCIP · Sourcegraph indexers
  • universal-ctags · symbols
  • libclang · astroid · deep analysis
DATA & MEMORY
  • SQLite · durable state
  • Redis · coordination
  • ChromaDB · vector store
  • FalkorDB · graph store
  • PostgreSQL · optional store
PROTOCOLS & TOOLS
  • Model Context Protocol · tools
  • Playwright · browser automation
  • Prometheus · metrics
  • cloc · tokei · scc · metrics
  • serde · serialization
RESEARCH & PRIOR ART
  • aider · repo-map + PageRank
  • Salsa · incremental compute
  • Buck2 / DICE · reverse-dep invalidation
  • Sourcegraph · structural retrieval
  • SWE-bench · evaluation

…and many more. We build in the open and keep an honest ledger of every dependency.

09 — What's next

The road to break free.

We'll tell you where things really stand — no vaporware demos. Here's what's shipping, what we're building, and what's on the horizon.

◐ in progress

The local harness

Hardware profiling, model download, receipt-backed repo mapping, and the CLIDE onboarding wizard.

◐ building

The operator cockpit

The IDE.harness to rule them all. Rust-built, obsessively IDE-native, and engineered to be as resource-efficient as the rest of ARC.

◇ exploring

The hosted boost

Optional cloud horsepower for when your machine wants a hand — never a requirement.

◇ when we're ready

Pricing that breaks the model, too.

If your hardware ever needs a boost, there'll be a hosted tier — priced like nothing you've seen in this space. No rate limits. No usage caps (fair use). And local stays free and unlimited, forever.

localfree · unlimited
rate limitsnone
usage capsfair use
hosted boostsoon · $?
lock-inzero
11 — The company

Contrare —
against the grain.

The name is the thesis: contrare, to go against. While the industry rents ever-bigger models by the token, we build intelligence you own and run yourself. Two divisions, one belief.

Research
● active

Where the harness is engineered. Contrare Research ships arc — the governed agentic harness — and CLIDE, the interface you've been touching this whole page.

arc · clide · deterministic mapping · deep research
Systems ◌ in stealth

The other half of Contrare. The layer beneath the harness. We're not ready to say more — and we won't pretend otherwise. Something's coming.

████████ · ██████ · coming soon
12 — Be first through the door

Break free with us.

Pre-release. When Contrare ARC drops, the people on this list hear first. No spam — one message, when it's real.

You're on the list.
Questions, press, or just want to talk? research.contrare@outlook.com