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Swarm 357

Run the Swarmagents that actually ship

Layered specialists, portable memory, and honest cost controls, without pretending three hundred agents replace governance.

Landing 0.2.2 · techtide-swarm 0.2.2

Try it live

Type a business task and watch a simulated route through the swarm. Demo writes go through a same-origin BFF. The write key stays server-side, never in the browser bundle.

Acquire, orchestrate, remember, observe

Marketing site and docs bring people in; the swarm CLI and YAML layers coordinate work; Memvid (optional Beta bridge) stores portable memory; local JSONL traces and cost reports keep production honest. Opik cloud is not implemented.

Read status docs

Install the package

pip install techtide-swarm==0.2.2. The wheel ships the compact 357-agent roster and soul templates so swarm boot works out of the box.

Boot the roster

swarm boot expands six business layers plus management meta-agents, with per-layer budgets and model preferences.

Run a real task

swarm run routes through the Conductor, executes role agents with tools, and reports cost and latency you can show FinOps.

Built for Claude Code

Core runtime (Python + Memvid bridge) lives in swarm-357; this site is the separate Next.js product surface, so memory, hooks, and UI ship on independent release trains.

Read the docs
01

Layered orchestration

Six business layers (Sales, Support, Marketing, SEO, Research, Operations) plus Management meta-agents. Pre-defined roles, not blank-slate prompts.

Layer health
02

Durable .mv2 memory

Flat-file topics ship Stable by default. Optional Memvid bridge (Beta) adds portable .mv2 capsules with WAL crash safety, search, and verify. No database server required.

Memvid recall
03

Honest cost surfaces

Per-agent budget caps enforced at runtime, per-layer cost controllers, and a swarm cost CLI. Know what you spend before production reviewers ask.

Budget caps

Agent roster

Pick a layer to browse roles. No endless card wall.

Live Numbers

Real-time from public GET endpoints. Refreshed on each visit.

Open /api/health (JSON) to verify roster size.

0

Named Agent Roles

0

Business Layers

0

Security Gate Rules

0

Total Cost (USD)

Recent Runs

Last 10 swarm executions logged in real time.

Use-case scenarios

Illustrative composites of how teams use Swarm 357. Not customer endorsements.

Sales outreach

Point the Sales layer at CRM exports and draft cold emails, follow-ups, and battlecards in a single swarm run. Budget caps keep costs predictable.

Use-case scenario

Durable memory

Optional Memvid .mv2 (Beta bridge) lets agents recall prior research without re-running prompts. Flat-file topics remain the Stable default.

Use-case scenario

Security review

BashSecurityGate, HITL for Bash, budget caps, and Memvid verify give reviewers concrete controls, not a blank-slate agent sandbox.

Use-case scenario

CLAUDE.md onboarding

Load one file and Claude Code understands the swarm: layers, CLI, memory, bridge, and STATUS maturity. Faster engineer onboarding.

Use-case scenario

UltraPlan planning

Feed quarterly goals into swarm plan for a phased rollout with budget estimates. Useful as a planning artifact, not a substitute for human sign-off.

Use-case scenario

Open-Core Pricing

Open-source agent harness and memory bridge. Bring your own Anthropic keys and hosting.

Open Source

Full swarm package, bring your own keys

$0/ forever
  • 357 agent templates
  • swarm CLI (init, demo, status, cost, run)
  • .swarm/ flat-file memory
  • Memvid .mv2 via optional bridge (crates.io)
  • BashSecurityGate (13 rules)
  • CostController and budget caps
  • Local JSONL traces (Opik cloud not implemented)
  • Apache-2.0 license

Enterprise Controls

Priority support + architecture review

Custom/ year
  • Everything in Open Source
  • Priority issue triage
  • Architecture review session
  • Migration / hardening guidance
  • Encrypted capsules (.mv2e) path advice
  • Production auth and deploy review

Common Questions

Still have questions? Read the FAQ or contributing guide.

Read FAQ

Ready to wire durable memory into your agent mesh?

Install techtide-swarm, optional-build the Memvid bridge, and follow the quickstart to run your first layer task.

Start with swarm init