← Software & AI CopilotCONTENT HISTORY

Update to Software & AI Copilot

Snapshot Nov 3, 2026 · 00:00 UTC · version 0.2.0

WHAT CHANGED

Declared capabilities changed

Full description — Now says: Repository-first software, data and AI code development, debugging, review, testing and modernization.

Observed in instructions or declared skills. Runtime behavior has not been tested.

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All fields and original values.

Full description

Before

Oct 24, 2026 · 12:40 UTC

Repository-first coding help for software, data, and AI projects.

After

Nov 3, 2026 · 00:00 UTC

Repository-first software, data and AI code development, debugging, review, testing and modernization.

Long description

Before

Oct 24, 2026 · 12:40 UTC

Software, Data & AI Copilot helps you understand, debug, implement, review, refactor, test, migrate, and harden code across software, data, and AI projects. It works repository-first, follows existing project conventions, preserves APIs ...

After

Nov 3, 2026 · 00:00 UTC

Repository-first coding assistance for software, data, and AI projects. Understand existing codebases, debug failures, implement features, review changes, refactor safely, design focused tests, and plan compatible upgrades. Includes dedi...

Declared skills

Before

Oct 24, 2026 · 12:40 UTC

[{"description":"Repository-first coding workflow for understanding, debugging, implementing, reviewing, refactoring, testing, migrating, and hardening software, data, ML, and LLM code while preserving project contracts and conventions."...

After

Nov 3, 2026 · 00:00 UTC

[{"description":"Investigate runtime errors, failing tests, defects and regressions in software, data or AI code and implement a minimal safe fix.","interface":{"brand_color":null,"default_prompt":null,"display_name":"debug-failure","ico...

Brand color

Before

Oct 24, 2026 · 12:40 UTC

Not present

After

Nov 3, 2026 · 00:00 UTC

#18252B

Compare saved observations

Download comparison JSON
Full technical diff · 17 changed fields

changed /release/description

BEFORE
"Repository-first coding help for software, data, and AI projects."
AFTER
"Repository-first software, data and AI code development, debugging, review, testing and modernization."

changed /release/id

BEFORE
"pluginrel_679e26e638708191bacda78e0ac99703"
AFTER
"pluginrel_70c468b7565c8191a2be08a088a7b882"

changed /release/interface/brand_color

BEFORE
null
AFTER
"#18252B"

changed /release/interface/capabilities

BEFORE
[
  "Understand existing repositories before proposing code changes",
  "Debug software, data, and AI code from errors, logs, tests, and surrounding context",
  "Implement focused changes while preserving project architecture and public contracts",
  "Review code for correctness, security, compatibility, concurrency, and maintainability",
  "Refactor code without unnecessary rewrites or unrelated cleanup",
  "Design unit, integration, contract, regression, and targeted end-to-end tests",
  "Plan safer API, schema, dependency, framework, and runtime migrations",
  "Improve SQL, Spark, pipeline, ML, and LLM integration code",
  "Turn notebooks and experiments into testable production-oriented modules",
  "Use current official documentation for version-sensitive APIs, SDKs, and frameworks"
]
AFTER
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  "Implement focused changes with regression tests and minimal diffs",
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  "Refactor code while preserving observable behavior",
  "Plan tests, reproduce regressions, and evaluate test coverage",
  "Plan safe dependency, runtime, API, and database migrations",
  "Harden web services, authentication, and cross-tenant access",
  "Review performance using measured evidence, not guesswork",
  "Improve SQL, Spark, CDC, and data pipeline code",
  "Harden LLM client, tool, and structured-output integrations",
  "Productionize ML models and exploratory notebooks",
  "Triage incidents and prepare evidence-backed release handoffs",
  "Coordinate supported specialist agents for complex changes"
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changed /release/interface/composer_icon_url

BEFORE
"https://files.openai.com/content?id=file_00000000788481f69072dfbd543ff60d"
AFTER
"https://files.openai.com/content?id=file_0000000063fc81f59fb1e6915bd8f10e"

changed /release/interface/default_prompt

BEFORE
"Debug this issue using the repository, error, and surrounding code."
AFTER
"Debug this repository issue, find the root cause, and implement the smallest safe fix with tests."

changed /release/interface/default_prompts

BEFORE
[
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  "Review this code change for correctness, security, tests, and compatibility.",
  "Implement this feature with the smallest safe change and a validation plan."
]
AFTER
[
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  "Review this code change for correctness, security, compatibility, and regression risk.",
  "Improve this data or AI application code while preserving existing behavior and contracts."
]

changed /release/interface/developer_name

BEFORE
"Krishna Sathvik"
AFTER
"Tekris Labs"

changed /release/interface/logo_url

BEFORE
"https://files.openai.com/content?id=file_0000000098f08230a42751d7ccd321ba"
AFTER
"https://files.openai.com/content?id=file_0000000054d081f6a89946b620892fc3"

changed /release/interface/long_description

BEFORE
"Software, Data & AI Copilot helps you understand, debug, implement, review, refactor, test, migrate, and harden code across software, data, and AI projects. It works repository-first, follows existing project conventions, preserves APIs and data contracts unless a change is intentional, and favors the smallest correct change. It can review code for correctness and security, plan focused tests, support safer migrations and upgrades, improve data and pipeline code, and help productionize ML and LLM integrations without inventing files, APIs, dependencies, or test results."
AFTER
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changed /release/interface/privacy_policy_url

BEFORE
null
AFTER
"https://tekrislabs.com/privacy"

changed /release/interface/terms_of_service_url

BEFORE
null
AFTER
"https://tekrislabs.com/terms"

changed /release/interface/website_url

BEFORE
null
AFTER
"https://tekrislabs.com/"

changed /release/keywords

BEFORE
[
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  "software",
  "data",
  "ai",
  "debugging",
  "code-review",
  "testing"
]
AFTER
[
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  "code-review",
  "debugging",
  "refactoring",
  "data-engineering",
  "machine-learning",
  "llm",
  "testing",
  "migration",
  "devtools"
]

changed /release/onboarding_skill_name

BEFORE
null
AFTER
"get-started"

changed /release/skills

BEFORE
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AFTER
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AFTER
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Full snapshot data
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SHA-256 of public snapshot: 88852f7842c7ae759d8de2b689d1080e88e1f28409275dd7f48c65d46235f652