Kodium — AI Developer Command Center

0%Initializing System

Product How it works Brain Agent Mobile Technology

KODIUM

Open Console

ast_indexer.rs

RUST

pub async fn index_ast(graph: &mut ASTGraph) -> Result<()> {

let hops = graph.resolve_context_hops().await?;

let vector = embedder::compute(hops)?;

Ok(graph.sync(vector))

}

agent_orchestrator.ts

const patch = await agent.solveTask({

prompt: 'Fix 408 timeout surge',

maxDepth: 4,

autoVerify: true,

});

sandbox_verify.py

PYTHON

@verifier.isolated_environment

def run_integration_suite(patch_diff):

result = pytest.run(patch_diff)

assert result.exit_code == 0

return Telemetry(pass=47, ms=312)

telemetry.json

JSON

{

"status": "HEALTHY",

"latency_ms": 12,

"brain_files": 342,

"confidence": 0.994

}

remote_dispatch.sh

BASH

$ kodium agent dispatch --task 'Stripe backoff'

└─ Sandbox verified (47/47 passing)

└─ Remote ship approved from Mobile UI

memory_graph.rs

RUST

pub struct SymbolCache {

nodes: DashMap<SymbolId, NodeRef>,

invalidation_gen: AtomicU64,

}

model_router.py

PYTHON

class ModelRouter:

def select_optimal_engine(self, task_complexity):

return 'claude-3-5-sonnet' if complexity > 0.8 else 'gpt-4o'

checkout_retry.diff

DIFF

+ const res = await backoff(() => stripe.charges.create({

+ amount, currency: 'usd'

+ }), { retries: 5, delay: 200 });

- const res = await stripe.charges.create({ amount });

PLATESIGHT/main/agent-session-843b

SANDBOX: ACTIVE

PRODUCTION HEALTHY

PROJECT

Brain Context:Synced

342 files indexed • PostgreSQL + Redis • Stripe SDK v14

Agent Activity

Autonomous Layer

[00:00:00] Investigating checkout failure...

Repository analyzed (342 source files)

Recent deployment commit #a84f2e inspected

Payment service call graph traced

Stripe timeout documentation verified

Likely cause identified

Unhandled 408 HTTP timeout in Stripe client during peak order surges. Patch with exponential retry prepared.

Memory: 1.2 GB sandboxAgent: Online

TASKAWAITING APPROVAL

Fix checkout timeout

Add resilient retry logic with jitter to prevent transient payment timeouts.

RISK

LOW

FILES

TESTS

47/47

Proposed Patch+36 / -3

4242 async processStripeCharge(payload: ChargePayload): Promise<ChargeResult> {

43 const response = await this.stripe.charges.create(payload);

43 // Kodium Agent: Add exponential backoff retry for transient network timeouts

44 const response = await this.retryClient.execute(() =>

45 this.stripe.charges.create(payload, { timeout: 8000 })

46 );

4447 return this.mapChargeResponse(response);

4548 }

REMOTE COMMAND SURFACESYNCHRONIZED

SYNCED

5G98%

Kodium Mobile

PLATESIGHT

Healthy

Agent Needs ApprovalJust now

Fix checkout timeout

Patch prepared: 3 files changed. 47/47 passing tests in isolated sandbox.

Risk: LOWTests: 47/47

DEPLOYMENT

#a84f2e1

CONTAINER

Sandboxed

Tap to interact • Command & Control Surface

Kodium Mobile

PLATESIGHT

Healthy

Agent Needs ApprovalJust now

Fix checkout timeout

Patch prepared: 3 files changed. 47/47 passing tests in isolated sandbox.

Risk: LOWTests: 47/47

DEPLOYMENT

#a84f2e1

CONTAINER

Sandboxed

Tap to interact • Command & Control Surface

THE FRAGMENTATION PROBLEM

Software development is fragmented.

Engineers spend over 60% of their day context-switching across disconnected tools: reading code in an IDE, searching docs in a browser, pasting snippets into AI chat, running terminal commands, reviewing GitHub PRs, and getting paged on mobile.

IDE

Scattered files & local state

Browser

20+ tabs open for research

Documentation

Searching Stripe, AWS, SDKs

AI Chat

Stateless prompt windows

Terminal

Running build & test commands

GitHub

Reviewing diffs and comments

CI / CD

Waiting for build pipelines

Monitoring

Datadog / Sentry alerts

Phone

Panic alerts away from desk

IDE Bottleneck: Context lost when switching branches

Click any step above to inspect friction

THE PARADIGM SHIFT

“Developers don’t need another place to chat with an AI. They need a system that understands the project and can actually operate it.”

Kodium unifies your repository context, test runner, git state, agent execution, and mobile telemetry into one sovereign command center.

KODIUM UNIFIED CONTROL PLANE

Zero context leakage: Persistent project brain knows the whole architecture.

Hardened autonomy: Agent acts in sandbox with strict developer-defined boundaries.

Remote sovereignty: Command, verify, and ship from desktop or mobile.

CORE PHILOSOPHY

Kodium is not another coding assistant.

Generic copilots wait for prompts and output unverified snippets. Kodium operates as a persistent command center with three sovereign foundations:

01 — UNDERSTAND

Persistent Project Brain

Understands how the entire codebase fits together before writing a single line of code.

INDEXED CONTEXT GRAPH

Repository AST & Schemas
Architecture Call-Graphs
Dependencies & Lockfiles
Git History & Blame Telemetry
Test Suites & Runtime State

Zero stateless re-indexing

02 — ACT

Sandboxed Agent Execution

Autonomous agents operate directly in ephemeral execution sandboxes.

AGENT EXECUTION CAPABILITIES

✓Plan Workflows

✓Edit Code

✓Run Tests

✓Research Docs

✓Commit Diff

✓Push Branch

Isolated execution runtimes

03 — CONTROL

Permission Boundaries

The developer defines what the agent is allowed to do. You stay in control.

SECURITY POLICY ENFORCEMENT

Read repositoryALLOWED

Modify source filesALLOWED

Run test suitesALLOWED

Commit & Push branchALLOWED

Deploy to productionAPPROVAL REQUIRED

Delete infrastructureBLOCKED

Cryptographic policy enforcement

End-To-End Development Operating System

How Kodium Works

Kodium is not a chatbot. It is a persistent command plane that converts developer intent into verified engineering execution.

INITIALIZATIONSTEP 1 OF 12

01.Connect Repository

Integrate your version control and initialize the project workspace

CONTINUOUS WORKFLOW PROGRESSION

CONNECT→BRAIN→TASK→PLAN→EXECUTE→VERIFY→SHIP

platesight / main

Kodium Agent Live

GitHub Repository Connection

IN PROGRESS

Organization

platesight-inc

Public & Private repos synced

Selected Repository

platesight / main

● Connecting OAuth Token...

WORKSPACE INITIALIZATION PIPELINE

Step 1/4: Connect

Kodium Command Plane Active

Continuous Verification Engine

PERSISTENT PROJECT BRAIN

It understands the project, not just the prompt.

Kodium constructs and updates a continuous knowledge graph of your entire repository. When you or an agent asks a question, Kodium navigates the true architecture — tracing imports, call-stacks, environment configs, and documentation in milliseconds.

Select an architecture inquiry to trace:

PLATESIGHT/Architecture Topology Graph

ACTIVE GRAPH

Frontend

Menu UI

src/components/menu/

AR Viewer

src/components/ar/

Admin Portal

src/app/admin/

Backend Core

Auth Service

src/services/auth.ts

Restaurant API

src/api/restaurant.ts

Orders Engine

src/services/orders.ts

Payments / Stripe

src/services/payment.ts

Infrastructure

PostgreSQL

prisma/schema.prisma

Redis Cache

src/lib/redis.ts

CI/CD & Cloud

.github/workflows/

Model: Kodium AST Graph EngineContinuous 0ms incremental re-index

Resolved Context Path4 Hops Traced

1Checkout

L84

src/app/checkout/page.tsx

Dispatches checkout intent

2PaymentService

L24

src/services/payment.ts

Resolves merchant account & fees

3StripeClient

L12

src/lib/stripe.ts

Injects scoped credentials from KMS

4Environment configuration

L18

.env.production

STRIPE_SECRET_KEY / WEBHOOK_SECRET

Kodium Summary:Checkout invokes PaymentService, which fetches decrypted API secrets via the StripeClient singleton configured in environment variables.

Codebase AST mappedConfidence: 99.4%

END-TO-END PIPELINE

From question to shipped code.

Every step is transparent, sandboxed, and verified. Kodium replaces guesswork with a deterministic five-phase software lifecycle.

|ASK PHASE:Developer Prompt Dispatch

SANDBOX VERIFIED

// Developer Command (Desktop or Phone Voice):
> "Add exponential retry handling with jitter to payment requests
   to mitigate transient Stripe 408 timeout spikes during peak load."

[Kodium Context Engine]
- Loaded Project: PLATESIGHT
- Target Boundary: src/services/payment.ts, tests/payment.test.ts
- Execution Sandbox: Ephemeral isolated container v1.4

The developer issues an intent via natural language, code comment, or voice.

REALTIME TELEMETRY

Live Agent Terminal Stream.

Every step an agent takes is streamed with timestamped precision. Watch repository indexing, call-stack tracing, live documentation retrieval, and test execution happen in real time.

kodium-session-843b::telemetry.stream

[15:47:35]COREAgent session initialized in ephemeral sandbox (ID: sbx_9942a)

[15:47:36]BRAINIndexing repository AST & topology (342 source files loaded in memory)

[15:47:39]ASTInspecting src/services/payment.ts & call graph references

[15:47:43]GITReading recent commit history [commit #a84f2e1: 'refactor: checkout latency tuning']

[15:47:50]DOCSAutonomous search: Stripe API documentation v14 [HTTP 408 & Idempotency Keys]

[15:47:56]CORERoot cause identified: unhandled timeout in charges.create without backoff

[15:48:00]PATCHPreparing AST patch across 3 files + generating unit tests in tests/payment.test.ts

[15:48:06]TESTExecuting sandbox test runner: npm test -- --coverage

[15:48:11]TEST✓ 47 unit & integration tests passed in 312ms (0 failures, 100% coverage)

[15:48:14]GATEAction requires developer approval [Deploy boundary level: GUIDED]

kodium@agent-sandbox:~$

Sandbox Status: ISOLATEDEvents: 10/10

Cryptographic Audit Trail Active

SECURITY & SOVEREIGNTY

You decide how autonomous your agents are.

Autonomy is not all-or-nothing. Kodium establishes strict, programmable permission boundaries so agents never perform unapproved destructive actions.

Guided Mode (Default)ACTIVE POLICY

Balanced velocity. Safe operations (code edits, test execution, local commits) execute autonomously in sandboxes. Remote pushes and deployments require manual sign-off.

The recommended daily workflow for high engineering speed with safety.

Repository Capability / Operation

Enforced Policy

Read repository files & AST

ALLOW

Write & modify code in sandbox

AUTO-EXECUTE

Run test runner & linter in sandbox

AUTO-EXECUTE

Create branch & commit local diff

AUTO-EXECUTE

Push branch to remote origin

ASK PERMISSION

Production deployment release

REQUIRE APPROVAL

Delete cloud infrastructure / databases

BLOCKED

Production destructive actions are permanently locked by security policyTLS 1.3 / eBPF Sandbox

SOVEREIGN MOBILE CONTROL

Your development environment follows you.

Your workstation runs the heavy work. Your phone keeps you in control.

You don’t have to stay glued to your desk. When an alert fires or a feature needs reviewing, your phone acts as a high-fidelity command and control surface. Direct agents, review verified patches, and approve production deploys from anywhere.

Switch mobile command views:

NATURAL VOICE COMMAND DISPATCH

Press to test voice trigger

Click mic to speak: “Investigate the checkout payment issue.”

Speech audio transforms into structured agent goal & sandbox execution in <200ms.

KODIUM OS

5G98%

Production IncidentJust now

Checkout API 18% Error Rate Spike

Service: payments.checkout

Agent Diagnosis91% Confidence

Stripe API 408 timeout regression. Missing exponential backoff wrapper in charges.create.

Recommended: Apply patch & run test suite

Production IncidentJust now

Checkout API 18% Error Rate Spike

Service: payments.checkout

Agent Diagnosis91% Confidence

Stripe API 408 timeout regression. Missing exponential backoff wrapper in charges.create.

Recommended: Apply patch & run test suite

UNIFIED PROJECT STATE

Developers and agents work from the same state.

Kodium isn’t another messaging channel or ticket tracker. Collaboration happens directly around the living project: active branches, shared AST brains, running sandbox tasks, and verified agent diffs.

PLATESIGHT Shared Workspace

4 Active Sessions

Click any member or agent above to inspect live state

Kodium Agent::Autonomous Sandbox

agent/fix-payment-timeout

CURRENT FOCUS & INTENT

Payment Stripe 408 Regression Investigation

47/47 passing tests in sandbox #sbx_9942a

AFFECTED FILES & BRAIN LOCKSNO CONFLICTS DETECTED

src/services/payment.tsScoped Context

tests/payment.test.tsScoped Context

Sync Engine: Kodium Shared Brain ProtocolDeterministic Merge Safety

THE EMOTIONAL PAYOFF

Ship software without sitting at your desk.

A production emergency shouldn’t force you to rush back to your desk or open your laptop in a taxi.

03:44 PMPager Alert

Production Alert Triggered

Developer is away at dinner. An automated PagerDuty/Sentry alert fires: 18% latency spike on checkout API.

Alert: checkout.charge 408 spike (Error rate: 18.2%)

THE PROMISE OF KODIUM

The developer never opened their laptop.

From initial triage, to sandbox verification, to production release in 4 minutes flat.

True remote developer sovereignty

TECHNICAL ARCHITECTURE

One control plane. Multiple execution layers.

Kodium decouples client command surfaces from backend execution sandboxes and model providers. Your project state remains unified, sovereign, and secure.

MOBILE CLIENT (iOS / Android)/DESKTOP WEB WORKSPACE

KODIUM UNIFIED CONTROL PLANE & EVENT BUS

State Synchronization • Cryptographic RBAC • WebSocket Stream Router

Project Brain

AST Graph & Memory

Agent Engine

Model-Agnostic Router

Permission Matrix

Deterministic Policy Gates

EPHEMERAL EXECUTION SANDBOX (eBPF / Containers)

Compiler • Test Runner • Linter • Isolated Filesystem

Git Workflows

Browser Research

CI / CD / CLOUD DEPLOYMENTS (Vercel, AWS, GCP, K8s)

Model-Agnostic Engine

Pluggable LLM router supporting Gemini, Claude, DeepSeek, OpenAI, or local vLLM nodes.

Continuous Project Brain

Incremental AST parsing, dependency graphs, and git telemetry indexed in memory.

Hardened Execution Sandbox

Ephemeral container runtime with strictly isolated network and filesystem jail.

Deterministic Git Workflows

Atomic commit generation, branch creation, rebase resolution, and PR creation.

Autonomous Web Research

Headless browser sandbox for real-time SDK documentation & GitHub issue triage.

Cryptographic Permissions

Developer-enforced capability gates for destructive cloud and deployment actions.

Realtime Telemetry Stream

Low-latency WebSocket event loop streaming agent tool calls, tests, and diffs.

Mobile Sovereign Control

Encrypted iOS/Android command plane with biometric approval gates.

MODEL-AGNOSTIC CONTROL LAYER

Bring the model you trust.

Kodium is the control layer, not the model. Our architecture is engineered so you can swap, route, or self-host models according to latency, cost, and strict enterprise privacy policies.

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