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Add LLM interpretation stage between inspection and codegen for low-confidence artifacts

enhancementNew feature or requestNew feature or request

Status: Open.

#16 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

Add --framework flag to deploy command to override framework detection

enhancementNew feature or requestNew feature or request

Status: Open.

#17 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

sample_input passed as raw string to validate_pipeline, causing numeric models to always fail

bugSomething isn't workingSomething isn't working

Status: Open.

#18 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

fix command exits immediately in CI / non-interactive mode with no workaround

bugSomething isn't workingSomething isn't working

Status: Open.

#19 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

_splice_methods regex corrupts definition.py when class has helper methods or inconsistent spacing

bugSomething isn't workingSomething isn't working

Status: Open.

#20 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

_parse_methods conflates load() and predict() into one block when LLM wraps output in a class

bugSomething isn't workingSomething isn't working

Status: Open.

#21 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

write_scaffold crashes with KeyError when ArtifactMetadata fields are None after inspector overhaul

bugSomething isn't workingSomething isn't working

Status: Open.

#22 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

Reused temp dir across validation retries causes stale module state and non-deterministic failures

bugSomething isn't workingSomething isn't working

Status: Open.

#23 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

Add --yes flag to deploy and fix for explicit non-interactive / CI mode

enhancementNew feature or requestNew feature or request

Status: Open.

#24 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

Include sample_input in generate(), fix(), and interpretation prompts

enhancementNew feature or requestNew feature or request

Status: Open.

#25 In AK11105/Inference-Engine;

· AK11105 opened on May 17, 2026

CLI deploy writes to host ./models/ but compose mounts a named volume — deployed models are never served

bugSomething isn't workingSomething isn't working

Status: Open.

#3 In AK11105/Inference-Engine;

· atkaridarshan04 opened on May 16, 2026

Ship a pre-built Grafana dashboard for Prometheus metrics

enhancementNew feature or requestNew feature or request

Status: Open.

#5 In AK11105/Inference-Engine;

· atkaridarshan04 opened on May 16, 2026

Path traversal in inference-engine deploy via --name / --version flags

bugSomething isn't workingSomething isn't working

Status: Open.

#42 In AK11105/Inference-Engine;

· atkaridarshan04 opened on May 18, 2026