- Extract shared content into Jinja2 macros (`section`, `field`,
`code_field`) that handle Anthropic XML vs OpenAI markdown wrapping,
eliminating full duplication of every section across both branches
- Tighten system prompt to enforce concise 3-6 sentence output: trim
bloated per-field context descriptions, add concrete positive example,
explicitly forbid section headers and bullet groups, move output_format
to be the last section so constraints are closest to generation
- Add caveat that original_explanation is for factual reference only (in
both system and user prompts) to prevent the model from mimicking its
verbose multi-section format
- Condense throughput/concurrency/acceptance sections to essentials
- Rename misleading `## CRITICAL` heading to `## Acceptance Criteria`
Extract inline prompts into .md.j2 templates, move schemas to
models.py, and add model_type branching (XML for Anthropic, markdown
for OpenAI) following the testgen pattern. Uses StrictUndefined,
trim_blocks, and lstrip_blocks.
Reduce IntersectionObserver thresholds from 6 to 1, remove backdrop-blur
from sticky header, drop opacity/color/maxHeight transitions that fired
on every activeIndex change, and narrow progress bar to transition-[width].
Display ADAPTIVE source candidates in the timeline with Sparkles icon,
parent candidate linking, and ranking labels. Also fix the backend to
pass call_type, trace_id, and user_id to call_llm for proper
observability logging.
Add markdown code block parsing, detailed syntax error locations with
line/col info, and structured logging to the JavaScript/TypeScript
validators.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Update type hints for `add_months_safe` and `get_next_subscription_period`
to accept both datetime.datetime and datetime.date, and add ty:ignore
comment for Django ORM field type that ty cannot infer correctly.
Co-authored-by: Aseem Saxena <aseembits93@users.noreply.github.com>
Auth now attaches fetched organization/subscription to the request so
TrackUsageMiddleware reuses them instead of re-querying. RateLimitMiddleware
caches restricted_paths at init and uses async cache methods. LLM call
recording is fire-and-forget via asyncio.create_task to avoid blocking
responses on DB writes.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move JIT instructions appending from the per-call level
(optimize_python_code_line_profiler_single) to the endpoint level
(optimize endpoint), matching the regular optimizer's pattern.
This removes the is_numerical_code parameter threading through
the call chain.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When is_numerical_code is true, the LLM sometimes outputs conditional
fallback paths (try/except, if/else) instead of applying the JIT
decorator directly. Add explicit output format instructions to prevent
this behavior.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Coverage analysis in the Claude pr-review job needs these env vars
to run pytest, matching how django-unit-tests and codeflash-aiservice
workflows configure them.
The ty type checker correctly flags that list[str] is not a subtype of list[str | None] due to list invariance. Added explicit cast.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The JSON parsing path returned the LLM's explicit ranking array,
which sometimes contradicted its own per-dimension scores. Use
_scores_to_ranking() to compute the ranking from weighted scores
when available, falling back to the LLM ranking only when scores
are absent.
The ranker LLM was rewarding candidates that cache global variables
into locals as a performance win. Add an explicit rule: this is only
relevant on Python ≤3.10; on 3.11+ LOAD_GLOBAL uses adaptive
specialization and is nearly as fast as LOAD_FAST.
The non-greedy regex in FIRST_CODE_BLOCK_PATTERN stopped at the first
``` occurrence, even inside triple-quoted strings or nested code fence
blocks. This truncated the extracted code and lost test functions when
LLMs embedded function definitions using ```python:filepath syntax.
Switch to greedy matching and require the closing ``` to be alone on
its line so intermediate backticks are skipped.
The get_or_create defaults passed test lists without positional
indexing, so when a higher test_index created the row first its
content landed at index 0 and was overwritten by the lower index
update, losing a test.
Add explicit guidance to avoid generating tests that check for specific
exception types, since JIT compilers (numba, torch.compile) produce
different error types than uncompiled code. This ensures generated tests
work consistently for both compiled and uncompiled versions.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
