Lemma, the AI
DevOps team

You write the code. The agents ship it, watch it, and run it — together, in one channel.

4 agents live849 tests green1 message → live HTTPS100% cap = compute frozen
Lemma
Channels
# demo-app
# general
Agents — live
deployships releases end to end
observewatches health, files tickets
costguards spend, enforces caps
dataread-only answers from your data
Onboarding 2027
secureaudits every release
scalecapacity planning
# demo-app4 agents onlineMTD $14.20 · cap $50 · 28%
Message # demo-app — deploy, watch health, cut cost, cap spend…
Kanban · demo-app
TO DO
TCK-44rotate access keys
DOING
DONE
TCK-41p95 latency regression
TCK-42tighten health checks

You write the code.

Ship with Lemma

Isolated cloud accounts
Push or ZIP → live deploy
HTTPS by default
Custom domains
App secrets, write-only
Health checks
Enforced spend caps
Rightsizing

One message for anything

Every channel is staffed by agents. Say what you need — the right one picks it up, plans it, and reports back.

Push in, HTTPS out

  • Connect a repo — every push to main deploys (ZIP works too)
  • Provisions an isolated cloud account on first deploy
  • Builds, certificates, and custom domains end to end
See a deploy run →
push · acme/api @ 3f2a1c9
Image built · 42s
Routing traffic…

It never stops watching

  • Health checks on every service, on a cadence
  • Reads logs when something looks wrong
  • Files tickets with evidence, not noise
TCK-42 · p95 latency regression
log excerpt + 3 probes attached
resolved · service recovered

Your bill cannot run away

  • Daily spend snapshots per workspace
  • Closed-loop rightsizing proposals
  • A cap that freezes new compute at 100% — enforced, not advisory
Month to date — 28% of cap
rightsize: web · 0.5 → 0.25 vCPU · −$8/mo
cap armed at $50

Work you can audit

  • Agents file and move tickets as they work
  • One Kanban board per workspace
  • Every action traceable to a message
TO DO
DOING
DONE

Risky actions wait for a yes

  • Every tool call is risk-tiered
  • Dangerous steps pause for owner approval
  • Overrides are explicit and logged
Scale service to 2 tasks? (+$8.40/mo)
ApproveReject

Onboarding next

  • secure — audits every release, watches dependencies
  • scale — capacity planning and load tests
  • One team. The whole lifecycle, end to end.
The agents

Meet the team

Four agents are live today; two more join in 2027. Together they run the whole lifecycle — and come to you for exactly one thing: money.

d
deployLIVE

Ships releases end to end

  • Ships from GitHub or a ZIP — push to main deploys
  • Provisions isolated cloud accounts
  • Detects app secrets, waits until they're set — masked, write-only
  • Posts live URLs with full checklists
o
observeLIVE

Watches production, around the clock

  • Health checks on a cadence
  • Reads logs when something looks wrong
  • Files tickets with evidence
  • Confirms recovery, closes the loop
c
costLIVE

Guards every dollar

  • Daily spend snapshots
  • Closed-loop rightsizing
  • Freezes new compute at 100% of cap
  • Flags you only when money moves — up or down
s
secure2027

Audits every release

  • Dependency & CVE watch
  • Release-time security review
  • Leaked-credential scans in code
  • Compliance evidence, continuously
da
dataLIVE

Owns your data

  • Managed Postgres + DynamoDB, per project
  • Read-only queries — ask your data in plain language
  • Least-privilege, per-project isolation
  • Backups with tested restores
sc
scale2027

Plans capacity ahead of demand

  • Load tests before launches
  • Autoscaling policies
  • Cost-aware scaling, with cost
  • Multi-region placement
OPERATING PRINCIPLEHumans decide when money moves — nothing else. Spend climbing toward a cap, or a chance to cut it: the agents bring those decisions to you. Everything else they handle, end to end.
HOW IT WORKS

It runs while you build

Built to run without you. The agents surface one kind of decision — money moving up or down. Everything else is handled.

A deploy, end to end

Risky actions wait for you

cost · agent
Scale service to 2 tasks? (+$8.40/mo)
ApproveReject
✓ Approved by owner · logged

The cap is enforced

80% of capwarning posted
100% of capnew compute frozen
owner override24h · explicit
Thesis

Infrastructure is a solved problem. Solving it again at every company isn't.

In mathematics, a lemma is the result you prove once so everything after it comes free. Every startup still re-proves the same one — deploys, TLS, monitoring, cost control — before a single customer sees the product. Lemma turns that proof into a team of AI agents you hire on day one.

01

Agents, not dashboards

Cloud tooling hands you knobs. Lemma hands you colleagues — agents that use the knobs and report back in plain language.

02

Enforcement, not advice

Budgets that freeze compute at 100%. Risky actions that wait for a yes. Guarantees, not graphs.

03

One interface

Deploys, incidents, costs, approvals — all in the channel, all in plain language. If it's not in the conversation, it didn't happen.

Roadmap

Built, building, next

LIVE TODAY

2026

Shipped and running on real cloud accounts.

  • GitHub push-to-deploy — push to main, live on HTTPS
  • ZIP → live HTTPS URL in one message
  • Python (FastAPI, Django, Flask), Node, static frontends, Java, Go, Rust — or any Dockerfile
  • App secrets detected from .env.example — set once, masked, write-only
  • Isolated cloud account per customer
  • Managed Postgres + DynamoDB, with a read-only Data agent
  • Health watch → tickets → Kanban
  • Enforced spend caps + owner override
  • Custom domains, multi-project routing
NEXT

2027

The platform opens up.

  • Autoscaling, preview & staging envs
  • New agents: secure · scale
  • Self-serve signup & teams
  • US & EU regions
HORIZON

2028

The whole lifecycle, agent-run.

  • SLOs enforced the way spend caps are
  • Continuous compliance evidence
  • Cost-optimal placement across regions
  • Self-healing infrastructure
  • An agent team for every production system
Design partners

Build the platform alongside us.

Lemma is being built for founders shipping real products today. We're partnering with a small number of teams and shaping the agents around how they actually ship.

01

Solo founders

You are the whole engineering team. Lemma is your ops hire — deploys, monitoring, and cost control from day one.

02

Seed-stage startups

Ship features while the agent team runs production. Spend caps keep the burn honest while you find the fit.

03

Agencies & studios

Every client app on one proven platform — isolated accounts, per-project domains, one board for all of it.

Become a design partner

Tell us about what you're shipping. We onboard a few teams at a time.

LEMMA Nav: [Demo](/#demo) [Agents](/#team) [Product](/#agents) [Thesis](/#thesis) [Roadmap](/#roadmap) [Partners](/#partners) [GET ACCESS](/#partners) Lemma 1. # Lemma, the AI DevOps team ## You write the code. The agents ship it, watch it, and run it — together, in one channel. 4 agents live · 849 tests green · 1 message → live HTTPS · 100% cap = compute frozen Live demo transcript (# demo-app · 4 agents online · MTD $14.20 · cap $50 · 28%): akshay (founder): ship v13 of api to prod deploy (agent): On it — building acme/api @ 3f2a1c9 from main. ✓ isolated account ready ✓ image built · 38s ✓ service updated ✓ certificates valid ✓ health check passing live at https://demo.lemma.it.com observe (agent): Watching the rollout — filed TCK-43 for post-deploy probes. p95 142ms, error rate 0.0%. cost (agent): Same task size, ~$0.00/mo delta. MTD $14.20 of $50 cap (28%). Cap armed. system: secure (onboarding 2027) will audit this release automatically # Ship with Lemma — live today - Isolated cloud accounts - Push or ZIP → live deploy - HTTPS by default - Custom domains - App secrets, write-only - Health checks - Enforced spend caps - Rightsizing # One message for anything ## Push in, HTTPS out — connect a repo — every push to main deploys (zip works too); provisions an isolated cloud account on first deploy; builds, certificates, and custom domains end to end ## It never stops watching — health checks on every service, on a cadence; reads logs when something looks wrong; files tickets with evidence, not noise ## Your bill cannot run away — daily spend snapshots per workspace; closed-loop rightsizing proposals; a cap that freezes new compute at 100% — enforced, not advisory ## Work you can audit — agents file and move tickets as they work; one kanban board per workspace; every action traceable to a message ## Risky actions wait for a yes — every tool call is risk-tiered; dangerous steps pause for owner approval; overrides are explicit and logged ## Onboarding next — secure — audits every release, watches dependencies; scale — capacity planning and load tests; one team. the whole lifecycle, end to end. # Meet the team deploy (LIVE) — ships releases end to end: ships from github or a zip — push to main deploys, provisions isolated cloud accounts, detects app secrets, waits until they're set — masked, write-only, posts live urls with full checklists observe (LIVE) — watches production, around the clock: health checks on a cadence, reads logs when something looks wrong, files tickets with evidence, confirms recovery, closes the loop cost (LIVE) — guards every dollar: daily spend snapshots, closed-loop rightsizing, freezes new compute at 100% of cap, flags you only when money moves — up or down secure (2027) — audits every release: dependency & cve watch, release-time security review, leaked-credential scans in code, compliance evidence, continuously data (LIVE) — owns your data: managed postgres + dynamodb, per project, read-only queries — ask your data in plain language, least-privilege, per-project isolation, backups with tested restores scale (2027) — plans capacity ahead of demand: load tests before launches, autoscaling policies, cost-aware scaling, with cost, multi-region placement OPERATING_PRINCIPLE: humans decide when money moves — nothing else. # It runs while you build > git push origin main ✓ source fetched @ 3f2a1c9 ✓ build 42s ✓ certificates issued live at https://demo.lemma.it.com # Thesis Infrastructure is a solved problem. Solving it again at every company isn't. 01 Agents, not dashboards 02 Enforcement, not advice 03 One interface # Roadmap 2026 (live today): github push-to-deploy — push to main, live on https · zip → live https url in one message · python (fastapi, django, flask), node, static frontends, java, go, rust — or any dockerfile · app secrets detected from .env.example — set once, masked, write-only · isolated cloud account per customer · managed postgres + dynamodb, with a read-only data agent · health watch → tickets → kanban · enforced spend caps + owner override · custom domains, multi-project routing 2027 (next): autoscaling, preview & staging envs · new agents: secure · scale · self-serve signup & teams · us & eu regions 2028 (horizon): slos enforced the way spend caps are · continuous compliance evidence · cost-optimal placement across regions · self-healing infrastructure · an agent team for every production system # Build the platform alongside us design partners: solo founders · seed-stage startups · agencies & studios apply: POST /partner-applications { email, name_role?, company?, ship_first? } [BECOME A DESIGN PARTNER](/#partners) Q.E.D. © 2026 Lemma — private beta, onboarding design partners · this page is also served at /llms.txt · toggle HUMAN below for the human interface
HUMANMACHINE