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docs: update slogan to 'A distributed engine for AI'#443

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k82cn merged 2 commits into
xflops:mainfrom
k82cn:readme_0509
May 9, 2026
Merged

docs: update slogan to 'A distributed engine for AI'#443
k82cn merged 2 commits into
xflops:mainfrom
k82cn:readme_0509

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@k82cn k82cn commented May 9, 2026

Summary

  • Update project slogan from "A Distributed System for Agentic AI" to "A distributed engine for AI"
  • Align README intro paragraph with new slogan messaging
  • Broaden scope from "Agentic AI" to general "AI workloads" including agents and reinforcement learning

- Update title in README.md and AGENTS.md
- Align intro paragraph with new slogan
- Broaden scope from 'Agentic AI' to 'AI workloads'
- Add reinforcement learning as an example workload type
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Code Review

This pull request rebrands Flame from a "Distributed System for Agentic AI" to a "distributed engine for AI" across the documentation, expanding its scope to include general AI workloads and reinforcement learning. The review feedback suggests maintaining consistent punctuation and Title Case capitalization for the main headings across files, and improving readability in the motivation section by reducing repetitive terminology.

Comment thread AGENTS.md Outdated
@@ -1,4 +1,4 @@
# Flame – A Distributed System for Agentic AI
# Flame – A distributed engine for AI
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medium

The slogan's punctuation and capitalization should be consistent across the documentation. Currently, AGENTS.md uses an en-dash () while README.md uses a colon (:). Additionally, using Title Case for the slogan would align it with the previous version and the other major headings in this repository (e.g., "Task Management", "Core Principles").

Suggested change
# Flame – A distributed engine for AI
# Flame: A Distributed Engine for AI

Comment thread README.md Outdated
@@ -1,16 +1,16 @@
# Flame: A Distributed System for Agentic AI
# Flame: A distributed engine for AI
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medium

The slogan capitalization should follow Title Case to maintain consistency with the previous version and other primary headings in the document (e.g., "Architecture Overview", "Quick Start Guide").

Suggested change
# Flame: A distributed engine for AI
# Flame: A Distributed Engine for AI

Comment thread README.md Outdated
## Motivation

As Agentic AI become increasingly adopted for innovation, a common workload runtime is essential to accelerate these elastic workloads through the following key aspects:
As AI workloads become increasingly adopted for innovation, a common workload runtime is essential to accelerate these elastic workloads through the following key aspects:
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medium

This sentence is repetitive, using the word "workload" three times. Simplifying it improves readability. Furthermore, "runtime" is used consistently throughout the document without the "workload" prefix.

Suggested change
As AI workloads become increasingly adopted for innovation, a common workload runtime is essential to accelerate these elastic workloads through the following key aspects:
As AI workloads become increasingly adopted for innovation, a common runtime is essential to accelerate these elastic workloads through the following key aspects:

- Use Title Case for slogan: 'A Distributed Engine for AI'
- Use colon consistently in both files
- Remove repetitive 'workload' in motivation section
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codecov Bot commented May 9, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.

📢 Thoughts on this report? Let us know!

@k82cn k82cn merged commit 10f66b1 into xflops:main May 9, 2026
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@k82cn k82cn deleted the readme_0509 branch May 9, 2026 13:20
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