From the Lab

Open tools for the agentic age.

Free, MIT-licensed, and designed for developers who want to understand what their AI is actually doing.

Meow Operations

AUG 2026 · v1.2.0LIVE · MIT

Local inbox for AI coding work. What happened, what it cost, what you should decide next.

Meow Ops Today
Today
Meow Ops Review
Review
Meow Ops Ledger
Ledger
Meow Ops Sanctum
Sanctum
Meow Ops Learn
Learn

Today

What your agents did in this range. Sessions, tokens, cost, and where the work went.

Review

Pending proposals and project evidence. Nothing applies until you say so.

Ledger

Spend, tokens, and unattributed provider usage. Unmatched totals stay unmatched.

Sanctum

The same runs as a 3D scene. A room, not a sixth job.

Learn

Concepts mined from sessions you already ran. Name, technical summary, what you did, source, I get this. No school. No XP.

Local-first

No required account. No telemetry. Raw sessions stay on the machine. MIT licensed.

Features & specs

Surfaces
Today · Review · Ledger · Sanctum · Learn
Timer
Chip on every screen. Not a page.
Evidence sources
Codex · Claude Code · Hermes · Antigravity · Cursor
Learn
Inferred from real sessions. You search YouTube yourself.
Governance
Owner approval. Nothing applies until you say so.
Access
MIT licensed · local-first · no account required

Install in 2 minutes. No account needed

$ git clone https://github.com/merak3i/meow-ops.git

$ cd meow-ops && npm install

$ node sync/export-local.mjs && npm run dev

Open http://localhost:5173. Your sessions load immediately. Install as a desktop app from the Chrome address bar install icon.

Field note

Sales loops that wait for a human

Since early July this lab has run two sales loops side by side. One sources accounts from a licensed people database and from public job posts. The other works connection requests, DMs, and posts: twenty unpersonalized connects a day to people already commenting on category threads, a four-step DM, a daily proof post, and two lead magnets a week. Both loops stop at a queue. A human sends every message.

Signals start cheap. Company size, geography, role, and hiring news are enough for a first pass. A full dossier only happens after the account clears a written fit, timing, and intent threshold. On the network side, a comment on a category post is the warm signal. A one-word reply to a filter CTA is a hand raise. A comment on a magnet means send the resource and wait.

Qualification is three numbers written down. Fit, timing, and intent each get a score. The message type follows the public surface. Teardown if the site is weak, audit if there is something specific to inspect, direct if the problem is already obvious. Connection lists get marked keep or skip before anyone is added. Magnets use disqualifying language so the wrong company size and role stay out.

Proof comes from work that already shipped. A post needs a live URL, a screenshot, or a commit. Client numbers stay out unless that client signed off. Friday proof reloads every link the morning it goes out. If a URL is down, that line is cut. Teardown and opinion posts follow the same receipt rule. No receipt, no draft.

Drafts follow a fixed week. Monday teardown, Wednesday build-in-public, Friday proof. Each slot gets three platform variants. Daily posts weave one proof point and end with a filter CTA: who this is for, what they are stuck on, and one word to reply. DMs stay four separate messages. First a greeting. Then one compliment tied to a checkable fact. Then one pain question that hangs. Then one observation a peer would nod at. They do not collapse into a single pitch. The next message waits for a reply unless a full kit was asked for.

Follow-up sits in the same queue. After a connect is accepted, only the next message is written. After a magnet comment, the resource goes out with no pitch, then the same four-step sequence later. When impressions on a magnet slow, the same asset is reposted. Replies get a label and a next action. The labels are interested, objection, not now, unsubscribe, or auto. Nothing auto-replies. Unsubscribe never gets sequenced again.

Nothing sends until a person approves it. The agent does not post, schedule, mail, or click connect. Remaining credits are checked before a batch so a run cannot blow a cap. Calendar swaps are proposed with one line of rationale. The calendar does not move until the operator says so.

Each week the loop is scored against the last run. Correctness, craft, safety, whether it actually shipped, and whether anything was learned. A pass needs every dimension at least three, and at least one dimension better than last week, or a new failure class written down. A failed pass blocks the closeout. Thin motions get trimmed. One-off blasts skip that check, so they stay out.

What gets counted is a reply, a meeting, or a close. The monthly bar is twenty qualified meetings. Accepts, impressions, and list size only matter as ratios into those three. If they do not turn into a reply, a meeting, or a close, they are vanity and they get cut.

The useful output is a queue a person can empty, not a campaign that fires itself.

Meow Ops / Loop Ops

Operations for agents that stay in the loop.

Map the lanes, inspect the handoffs, and make every status carry evidence. Swipe through the loop — these screens use generic demo data from the same product posture, without exposing private client systems.

Loop Ops overview screen with a coordinator and four public demo lanes

A bring-your-own registry becomes a readable loop map: coordinator, lanes, workers, gates, and current confidence.

Open full size →
Loop Ops lane board showing research, build, review, and ops tracks

Lanes stay scannable when the loop grows. The worst state in a group remains visible until the evidence improves.

Open full size →
Loop Ops inspector with ownership, access, evidence, and not-verified fields

Every node answers the same questions: owns what, touches what, verified when, and what was not verified.

Open full size →
Loop Ops run timeline with token spend, wall-clock time, and evidence links

Runs join time, cost, status, and evidence. Green is earned by artifacts, not optimism.

Open full size →
Loop Ops mobile screen with searchable lane cards and evidence states

On small screens the canvas becomes searchable lane cards. Same model, less chrome.

Open full size →

# Loop Ops inside Meow Ops: a read-only loop visualizer for workbook-backed agent systems, local run history, and evidence-first review.

Ship log

What we shipped, and when.

VERSION KEY — major: architecture · minor: capability · patch: refinement

AUG 31 2026

v1.2.0: Meow Ops becomes an inbox

Five surfaces: Today, Review, Ledger, Sanctum, Learn. The focus timer is a chip on every screen. Companion is gone. Learn mines concepts from sessions you already ran. Each card has a name, a short industry summary, a layman what-you-did line, a source, and an I get this mark. You search YouTube yourself. No school. No XP.

LATEST
JUL 19 2026

v1.6.2: Builder's Journey opens

Meow Ops gains a calm, private learning track from vibe-led exploration to first-principles craft: start anywhere, resume unfinished workshops, practise quick recall for up to 360 days, and progress only when real evidence supports it.

JUL 18 2026

v1.6.1: Project learning moves under owner control

Evidence from Codex, Claude Code, Hermes, Antigravity, and Cursor now enters one private local plane. Meow Ops can propose reusable learning, but publication, agent distribution, and rollback remain owner-governed.

JUL 16 2026

v1.6.0: Record of Scrying Sanctum build and refinement

A retrospective release record follows the Apr 12–May 4 build from the first source-stat Sanctum through its WoW overhaul, Dalaran phases, citadel and floor refinements, Lich King pass, design-system freeze, modular extraction, and final visual and session-label polish.

JUL 05 2026

v1.5.1: The homepage stops bragging, starts proving

The revenue-engineering pitch and its unverifiable stats retire. The hero leads with one honest line — we design and build software worth feeling — a Selected Work panel puts live projects up front (meow.wild, Patherle, EAASH, Coastal Edge), and the four offers become Experiences, Product & Web, AI Systems, and Growth. Every claim on the page is a link you can click.

JUN 14 2026

v1.5.0: The site learns to scroll

A Scale-style rebuild — the hero assembles a live revenue dashboard as you descend, Loop Ops becomes a scroll-scrubbed walkthrough, and a smooth-scroll engine with a progress rail ties the page together. Space Grotesk lands in the product frames.

JUN 13 2026

v1.4.0: Loop Ops goes public

Meow Ops opens up with a five-frame Loop Ops tour built from generic demo data and an evidence-first posture.

JUN 13 2026

v1.4.0: FILE // 003 — Patherle, partially declassified

The AI business OS we're building in the dark gets a teaser page: five stills, gold [WITHHELD] bars, and a build log that says just enough.

JUN 13 2026

v1.4.0: Meow Ops becomes a control room

Loop Ops ships inside Meow Ops with a generic workbook importer, local run timelines, and evidence-first node states.

APR 15 2026

v1.3.0: The Lab fills up

Client showcases, video and shorts carousels, and a marquee of brands built to convert.

Media Production

Content at every frequency.

We produce across the full spectrum of modern media — performance-driven video campaigns, AI-generated brand presenters, and podcast series built to establish authority. Whatever your channel, whatever your audience, we engineer content that earns attention and converts it.

From traditional video campaigns to AI-generated presenters and branded podcast series — the complete range of media we produce for clients.

Stroi Analytics
Mantle Works
Active Power
Active Power
Asset Mantle
Video Marketing

Active Power

High-performance video campaign for an industrial energy brand.

1 / 12
Watch

Ready to produce content that moves your market? Let's build the campaign.

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Web Design

Brands built to convert.

Fast, modern websites designed for clarity. Each one built to give clients a digital presence that earns trust on first load.

Suha Rehma
EAASH
BergLabs
Tender Moments
Manipal Aerosports
Enterprise AI

BergLabs

Enterprise AI operations — production systems

Need a site that works as hard as your team? We'll design, build, and ship it.

Start a project →

Short-Form Content

Every second of attention, earned.

Vertical-first campaigns built for the scroll — platform-optimised, brand-consistent, and engineered for maximum retention in the formats your audience actually watches.

Ingrained LogicVideo Marketing
Ingrained Logic
Ingrained Logic
Manipal AerosportsVideo Marketing
Manipal Aerosports
Resonance SecurityVideo Marketing
Resonance Security
Resonance Security
Asset MantleAI Model
Asset Mantle
Asset Mantle

Want short-form content that stops the scroll? We script, produce, and optimise for every platform.

Start a project →

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