Augment Code: Agentic software development at organizational scale
Your engineers have agents. Your organization doesn't. Cosmos is the platform that closes the gap.
https://www.augmentcode.com/Reader - page text saved at the timeOrchestrate agents
across your SDLC
Your engineers have agents. Your organization doesn't.
Cosmos is the agent orchestration platform that closes the gaps.
Book a demo
TRY COSMOS
2–3×
ENGINEERING
THROUGHPUT
READ
THE CUSTOMER STORY
66%
FASTER TIME
TO MERGE
33%
LOWER TOKEN
COST
4×
FASTER
SHIP CYCLE
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AV
Alex Vance
alex.vance@acme.com
What's next, Alex?
All Experts
Mine
Pinned
Deep Code Reviewer
★
Reads a PR end-to-end — logic, edge cases, naming, security surface, and test completeness — then posts detailed inline comments with an approve / request-changes verdict.
12/wk
CI Failure Investigator
★
Triggered on any failed GitHub Actions run — reads the log, identifies the root-cause step, and posts a plain-English diagnosis as a PR comment with a suggested fix.
8/wk
PR Review Enforcer
★
Reviews every opened pull request against your team's coding standards, leaves inline comments, and requests changes when tests are missing.
10/wk
Security Vulnerability Triager
☆
Monitors Dependabot and Snyk alerts, scores exploitability using CVSS context, and files prioritized GitHub issues with remediation steps.
New
Dependency Upgrade Bot
☆
Groups safe minor/patch bumps into a single PR per repo, runs the test suite, and only merges automatically when CI is green.
2/wk
Incident Response Coordinator
☆
On a PagerDuty alert, pages the on-call engineer via Slack, opens a war-room channel, attaches runbooks, and drafts a timeline doc updated every 15 min.
1/wk
+
C
G
Prism (Claude + Gemini)
✦
↑
acme-monorepo
Private
Ready to try it for real?
Start building in Cosmos
Try Cosmos free
Talk to the team →
Back to the UI
TRUSTED BY LEADING ENTERPRISES
Individual adoption is not organizational transformation.
Today's agents are the worst they'll ever be. As they take on more complex work, the limiting factor shifts from generation to coordination.
EXPECTED
2–3×
Throughput uplift
teams were promised
REALITY
20–30%
The ceiling most teams hit
+
AGENT ORCHESTRATION PLATFORM
+
Meet Cosmos.
Cosmos runs your software agents at scale, giving them the context, tools, and feedback loops they need to get better with every workflow.
WATCH THE DEMO
Four capabilities, one platform.
Route each turn to
the right model
Prism picks the best model for each turn — preserving frontier quality at 20–30% lower cost per task.
20-30%
LOWER COST PER TASK
Use the best model for every task
No lock-in. Route every task to the highest-ROI model, bring your own keys, and adopt new models as they ship.
BYOK
FRONTIER AND OPEN MODELS
More outcome,
fewer tokens
The Context Engine maps your codebase structurally, giving agents only what the task needs — 33% fewer tokens, same quality.
33%
LOWER TOKEN COST
One team's workflow
lifts the org
Shared memory and reusable experts mean one team’s best practice becomes everyone’s baseline.
5% -> 95%
ENGINEERS BECOME AI-NATIVE
Your Experts on top.
Your infrastructure below.
Cosmos orchestrates the work.
Cosmos
AGENT ORCHESTRATION PLATFORM
+ SERVICES
Expert Registry
Discover and share
Human-in-the-Loop
Smart escalation
Integrations
Slack · GitHub · Jira · CI
Organization Knowledge
Shared memory & knowledge across agents & teams
+ COSMOS CORE
Agent Runtime
Scheduling, isolation
Context Engine
Codebase understanding
Trigger & Automation
Software development lifecycle triggers
Shared File System
Tenant and user level
Sandboxes
Isolated execution
+ WORKS EVERYWHERE
Laptops
Local dev
Dev VMs
Codespaces · Devcontainers
Our Cloud
Managed · Zero setup
Your Cloud
AWS · GCP · More
Talk to our experts
TRY COSMOS
Agents own the whole loop.
Not just the code.
Cosmos ships with experts for every stage of the software development lifecycle. Each one owns its slice end to end, hands off to the next, and pulls humans in only at the checkpoints that matter.
TRIAGE
AUTHOR
REVIEW
VERIFY
TRIAGE
Work Dispatcher
Scans open tickets, applies a triage rubric, and dispatches the right expert as a worker.
AUTHOR
PR Author
Takes a task description and drives it from first commit through merge.
REVIEW
Code Review Fleet
Pair Review, Deep Code Review, and PR Risk Analysis work the PR end to end and post inline findings.
VERIFY
Tester
Exercises the change end to end and posts results, screenshots included.
BUILD YOUR OWN/Use the experts we ship, choose from our library, fork them, or build your own. Every expert is a reusable template with its own environment, capabilities, and memory.
Small teams of humans. Large teams of agents. Huge outcomes.
RESOLVED EARLY
70%+
of pages resolved before the on-call engineer joins using Cosmos.
PATCHED FAST
60%+
of CVEs automatically remediated using Cosmos.
CUSTOMER OUTCOME
5 MONTH WINDOW
[ FIG. 04 / THROUGHPUT ]
PRs merged
Median time to merge
Month 1
Month 2
Month 3
Month 4
Month 5
PRs merged
Median time to merge
Our Context Engine.
Same model. Half the bill.
That's the gap between agents that understand your codebase and agents that grep it. Most agents search by keyword and send everything they find back to the model. Our Context Engine maps your codebase by structure. What calls what. What's active. What's deprecated. Our agents pull only the slice the task touches.
Cost × pass rate
SAME FIVE CONFIGURATIONS · ONE PLOT
TERMINAL BENCH 2.0
X = COST · Y = PASS RATE
[ FIG. 03 / SCATTER ]
PASS RATE · HIGHER IS BETTER ↑
Percent of tasks the agent solved against the benchmark's official test harness. A couple points of variance is normal across runs.
$0
$250
$500
$750
60%
65%
70%
75%
80%
BEST ↗
Augment - GPT 5.4
Augment - Gemini 3.1
Augment - GPT 5.5
Augment - Opus 4.7
Claude Code - Opus 4.7
COST (USD) · LOWER IS BETTER →
Total dollars spent on the run at provider pricing. Sums input, output, and cache read/write tokens.
Token consumption
WHERE THE SAVINGS COME FROM
SWE-BENCH PRO
AUGMENT VS CLAUDE · OPUS 4.7
[ FIG. 04 / TOKENS ]
Total tokens
Sum of input, output, cache read, and cache write tokens. The bill is computed from this.
0.0%
AUGMENT
1.65B
CLAUDE
2.35B
Cache reads
Historical context replayed each turn. Most agents re-send the same candidate files every turn because they don't know which one matters; Augment's Context Engine sends only the slice the task touches.
0.0%
AUGMENT
1.58B
CLAUDE
2.27B
Cache writes
New context tokens written to the cache so the next turn can read them back.
0.0%
AUGMENT
52.8M
CLAUDE
63.8M
SAVED PER RUN
$421.34
PASS RATE
+1.9 PTS
READ THE BENCHMARK
No training on your code
SOC 2 Type II
ISO/IEC 42001-certified AIMS
Zero data retention
CMEK encryption
Proof-of-Possession API
VPC deployment
Single-tenant instances
Sandboxed agent execution
BYOK for models
Data residency controls
SAML / OIDC / SCIM
Granular RBAC
Audit logs + SIEM
Replayable runs
Human-in-the-loop policies
Non-extractable architecture
GDPR · CCPA · HIPAA
BAA available
On-prem deployment
Dedicated account team
Indemnified in our terms
No training on your code
SOC 2 Type II
ISO/IEC 42001-certified AIMS
Zero data retention
CMEK encryption
Proof-of-Possession API
VPC deployment
Single-tenant instances
Sandboxed agent execution
BYOK for models
Data residency controls
SAML / OIDC / SCIM
Granular RBAC
Audit logs + SIEM
Replayable runs
Human-in-the-loop policies
Non-extractable architecture
GDPR · CCPA · HIPAA
BAA available
On-prem deployment
Dedicated account team
Indemnified in our terms
SOC 2 TYPE II
HIPAA
BAA
Built for the enterprise.
Cosmos runs inside your perimeter. On your keys. Under your policy. We never train on your code. Not now, not ever.
Every action observable. Every action auditable. Every action that matters approved by a human.
Augment's AI coding capabilities are governed by an ISO/IEC 42001-certified Artificial Intelligence Management System.
READ MORE ON SECURITY
Individual adoption is not
organizational transformation.
Book a demo
TRY COSMOS