Live · 10 accounts · 3 languages

Autonomous posting
for Threads, at the
scale of a newsroom.

Thready writes, schedules, publishes and measures content across a portfolio of Threads accounts — end-to-end, without humans in the loop. Two operators are running ten accounts today, generating roughly a quarter-million views every month.

01 · Pipeline

Three deterministic steps. Zero hands on the keyboard.

Each account is configured once — niche, voice, posting cadence, language. Thready runs the rest as a continuous loop.

STEP 01

Generate

A Cerebras-hosted LLM produces drafts using prompts hand-tuned per account — voice, topic clusters, posting style and language are all encoded as templates.

  • Custom prompt per handle
  • Style + topic guardrails
  • Human-quality drafts in ~1s
STEP 02

Schedule & publish

The scheduler picks optimal slots per timezone and per account, posts directly through the Threads API, and confirms delivery before moving on.

  • Per-account time windows
  • Automatic retries & backoff
  • ~30 posts / account / day
STEP 03

Measure

Views, likes, replies, follower deltas — collected per post, per account, per day — flow into a single dashboard and an AI assistant you can simply ask.

  • Post-level telemetry
  • Cohort & niche analytics
  • Anomaly alerts
02 · Live analytics

An embedded Superset dashboard, plugged straight in.

Pre-wired charts for portfolio views, per-account performance, and content cohorts. Open live dashboard ↗

slavik.works:8088 / superset / dashboard / portfolio
UTC --:-- LIVE

Views — last 30 days

236,000
+18.4% vs. prior period
Budimir Slava
APR 16APR 22APR 28MAY 04MAY 10MAY 16

Top accounts · views / 30d

mind_the_tap61.5K
cycling_superhero36.2K
event_parsing35.4K
saas.memo23.1K
giraffe.from.mobile13.7K

Engagement rate

2.1%
portfolio avg

Top post

8,221
views · cycling_superhero
03 · Portfolio

Ten accounts, three languages, two operators.

Each handle is a distinct voice with its own niche, audience and prompt configuration. Performance is tracked independently.

B
Budimir
Participant · 6 accounts
VIEWS / 30D · 182,000 POSTS / DAY · ~180
S
Slava
Participant · 4 accounts
VIEWS / 30D · 54,000 POSTS / DAY · ~120
04 · Assistant

Ask our analytics assistant.

Real-time access to posting stats, top content, and account performance — through a chat interface, not a SQL editor.

// QUERY THE PORTFOLIO IN PLAIN LANGUAGE

Conversational access to every post, every account, every metric.

The assistant has direct read access to the Thready data warehouse. Ask it anything you would otherwise pull from Superset — it answers in seconds, with the numbers attached.

  • Top posts this week, by language
  • Why did @mind_the_tap spike on Tuesday?
  • Compare engagement across niches
  • Which account has the best views/post ratio?
Thready Assistant
LIVE · model: claude-haiku-4-5
Hi! Ask me about any account, top posts, or portfolio stats.
05 · Stack

Boring tech where it counts, leverage where it matters.

Single-binary services, embedded analytics database, containerized deploys. We move fast because the substrate is simple.

FastAPI DuckDB Docker Cerebras AI Meta Threads API Apache Superset
06 · Partner

Interested in partnering?

We're onboarding a small number of additional operators and content partners. The fastest way to reach us is Telegram — usually a reply within the hour.