Oracle-grounded reasoning
Oracle-tuned prompt orchestration combines APEX metadata, PL/SQL, current documentation, and patch intelligence through retrieval-augmented generation and live dependency grounding.
囲い The Oracle APEX AI companion
AI built for
Oracle APEX.
Kakoi is purpose-trained and prompt-optimized for Oracle Database and Oracle APEX, including Oracle’s latest releases, documentation, and patches. Its local open-weight model understands metadata, PL/SQL, page dependencies, and the full application lifecycle inside your air-gapped environment.
Developers get GitLab source control and CI, Liquibase migrations, SQLcl and ORDS tooling, APEX import/export, utPLSQL testing, PL/SQL linting, and automated validation and deployment. Kakoi runs on premises or in your cloud VPC, private cloud, or bare-metal infrastructure as a self-managed platform you control.
Local modelNo silent egressOracle purpose-trainedFully air-gapped
YOUR ORACLE ENVIRONMENT
囲APEX + DATABASE
› Add salary validation to the employee form and commit the change.
Complete. Application change verified.LOCAL ✓
Oracle work remained inside this environmentNo external route used
01 / ORACLE-NATIVE BY DESIGN
Oracle development deserves an AI of its own.
Generic coding assistants tokenize files. Kakoi grounds each prompt in live Oracle context. It builds an on-the-fly knowledge graph across schemas, packages, APEX pages, processes, dynamic actions, and shared components, then injects the exact dependency closure into the model context. The agent can build, validate, and version a real application change.
02 / INSIDE THE ENCLOSURE
From database object
to deployed APEX page.
An agentic Oracle lifecycle
A tool-calling agent coordinates Oracle Database, APEX, ORDS, Git, SQL tooling, semantic retrieval, and policy services from one persistent workspace.
Governed local inference
Developers get autonomous, metadata-aware tool use. Administrators govern model routes, prompt policies, credentials, skills, and execution permissions.
03 / THE WORK
One prompt.
A grounded application change.
The agent assembles Oracle-specific context, reasons across a live dependency graph, changes the application, validates the result, and returns verified work to source control.
- 01Ground
Build the page, component, schema, and PL/SQL dependency graph.
- 02Generate
Use Oracle-optimized prompts and approved tools to create the change.
- 03Verify
Compile, inspect, and test model output against the live environment.
- 04Govern
Commit the verified change through the team’s controlled Git workflow.
psehgal · hr-demo · /work
› Add salary validation to the employee form and commit the change.
graph Page 30 → process → EMPLOYEES.SALARY
ground Oracle APEX validation context retrieved
apex Agent exported and validated application 200
git Committed
7d3c2e1 to feature/salary-validation
Complete. No external route used.
04 / THE CONTROLLED GATE
Local by default.
External only by consent.
Audited either way.
UNTRUSTED PLANE
Agentic workspace
The Oracle-aware agent can call real development tools without controlling its own inference perimeter.
agentcontexttools
KAKOI GATEWAY
- 01 authenticate
- 02 ground
- 03 redact
- 04 infer
- 05 audit
TRUSTED CORE
Local inference core
The open-weight model, vector retrieval, prompt stack, and Oracle knowledge graph stay inside your enclave.
AIR-GAPPED INFERENCE ACTIVE
AI policy lives outside the agent’s shell.
Prompt redactionPolicy-gated toolsImmutable inference audit
05 / DEVELOPER EXPERIENCE
Their terminal.
Your environment.
Each developer gets an isolated, Oracle-aware agent workspace with persistent context. Browser and SSH access return to the same model session, tool state, and application knowledge graph.
- Persistent Oracle and APEX context across sessions
- Local model credentials remain behind the gateway
- One agent state across browser and SSH access
Browser
kakoi.ai/workspacepsehgal / workkakoi activeTerminal
ssh psehgal-kakoiContext engine RAG + live graph
Inference route local open-weight
AI perimeter fully air-gapped
Prompt domain Oracle APEX
PRIVATE PREVIEW
Bring AI into the team.
Not the team into the cloud.
See an Oracle-tuned agent ground a prompt, build the dependency graph, generate the APEX and PL/SQL change, validate it, and commit it without crossing your AI perimeter.