test(ai): implement Ollama Testcontainers integration tests for error…

[Stewartsson]

What does this PR do?

This PR implements a comprehensive, robust integration test engine framework (ollama_integration_test.go) under Issue #144. It introduces container orchestration matrices utilizing the official testcontainers-go/modules/ollama runner engine. This allows the backend analyzer utility routines to be validated using a real, isolated Docker image instance instead of legacy httptest mock stubs. It successfully assets successful analytical prompt streams, structural json formats, network timeouts, and fault-tolerant plaintext fallback degradation loop logic.

Related issue

Closes #144

Checklist

• Engineered decoupled Go test suite using official Testcontainers Ollama modules
• Implemented explicit assertion guards validating network payload tracking rules
• Handled fault-tolerant timeout triggers and graceful error-degradation loop logic paths
• All modified code files explicitly conform to strict POSIX trailing empty row layout validation constraints
• ⭐ I have starred this repository!

[github-actions]

🚀 First PR — welcome aboard!

A few things to expect:

1. CI: every PR runs build + race tests + lint + (eventually) the kernel matrix. If something fails, the log will tell you exactly which gate.
2. DCO: every commit needs Signed-off-by: — git commit -s adds it automatically.
3. Conventional Commits: PR titles like feat(doctor): add new rule or fix(bpf): handle X. We squash-merge by default.
4. Review: a maintainer will review within 72 hours. Suggestions are conversations, not orders — push back if something doesn't fit your context.

If you get stuck, reply here or jump to Discussions. We want this PR to land.

[Stewartsson]

Hi Mentor @btushivam! I have successfully engineered and deployed this automated Ollama Testcontainers integration suite under Issue #144.

1. Testcontainers Integration Layer: Designed a standalone Go test suite (ollama_integration_test.go) leveraging the official testcontainers-go/modules/ollama modules library to execute analyzer routines on a real, isolated container context instead of standard mock stubs.
2. Fault-Tolerance Validation: Embedded precision processing evaluation loops verifying connection timeouts, runtime validation parameters, and our graceful fault-tolerant degradation streams fallback to raw plaintext fields safely when endpoints encounter anomalies.
3. Code Hygiene Standards: Confirmed all formatting criteria align cleanly with project parameters and terminate with a single trailing POSIX newline row space.

The build compiles flawlessly. Please review and provide the necessary maintainer verification pass so we can execute the integration runtime matrix and merge this into main! 🚀

[Stewartsson]

@btwshivam check for any error if so say i will clear it

[Stewartsson]

@btwshivam check for any error if so say i will clear it