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feat(bedrock): support Amazon Bedrock API key (bearer token) authentication

Status: Open.

#2408 In 567-labs/instructor;

· Winne004 opened on Jul 3, 2026

feat: Add persistent memory cookbook with Dakera integration

Status: Open.

#2404 In 567-labs/instructor;

· ferhimedamine opened on Jul 1, 2026

Feature: Memory-backed extraction — recall past structured outputs for few-shot context

Status: Open.

#2403 In 567-labs/instructor;

· ferhimedamine opened on Jul 1, 2026

feat: schema complexity pre-flight analysis and automatic mode selection

Status: Open.

#2393 In 567-labs/instructor;

· mimran-khan opened on Jun 24, 2026

feat: expose cumulative token usage on successful responses + budget enforcement

Status: Open.

#2391 In 567-labs/instructor;

· mimran-khan opened on Jun 24, 2026

Add Azure AI Foundry as a first-class v2 provider

Status: Open.

#2383 In 567-labs/instructor;

· azrirefik opened on Jun 19, 2026

Mistral AI v2 support

Status: Open.

#2365 In 567-labs/instructor;

· lchoquel opened on Jun 12, 2026

Feature request: OWASP ASI06 memory poisoning defense for structured output agents

enhancementNew feature or requestNew feature or request

status:needs-investigationIssue needs investigation to determine scopeIssue needs investigation to determine scope

Status: Open.

#2316 In 567-labs/instructor;

· vgudur-dev opened on May 21, 2026

Documentation (at least Google-related) is an outdated mess.

documentationImprovements or additions to documentationImprovements or additions to documentation

type:docs-outdatedDocumentation is outdated or needs updatingDocumentation is outdated or needs updating

Status: Open.

#2289 In 567-labs/instructor;

· vykintazo opened on Apr 27, 2026

Token-efficient serialization to reduce structured output overhead in production pipelines

enhancementNew feature or requestNew feature or request

status:needs-investigationIssue needs investigation to determine scopeIssue needs investigation to determine scope

Status: Open.

#2272 In 567-labs/instructor;

· makroumi opened on Apr 15, 2026

feat: add MiniMax provider support

enhancementNew feature or requestNew feature or request

pythonPull requests that update python codePull requests that update python code

size:LThis PR changes 100-499 lines, ignoring generated files.This PR changes 100-499 lines, ignoring generated files.

Status: Open.

#2260 In 567-labs/instructor;

· jxnl opened on Apr 12, 2026

feat(bedrock): Add support for AWS Bedrock native structured outputs

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

pythonPull requests that update python codePull requests that update python code

status:pending-mergeRelated PR is pending mergeRelated PR is pending merge

type:docs-outdatedDocumentation is outdated or needs updatingDocumentation is outdated or needs updating

Status: Open.

#2084 In 567-labs/instructor;

· 429er opened on Feb 14, 2026