Skip to content

feat(blog): add How Prisma Builds with Agentic AI post#7684

Merged
ArthurGamby merged 5 commits intomainfrom
blog/how-prisma-builds-with-agentic-ai
Mar 30, 2026
Merged

feat(blog): add How Prisma Builds with Agentic AI post#7684
ArthurGamby merged 5 commits intomainfrom
blog/how-prisma-builds-with-agentic-ai

Conversation

@ArthurGamby
Copy link
Copy Markdown
Contributor

@ArthurGamby ArthurGamby commented Mar 20, 2026

Summary

  • Adds new blog post: "How Prisma Builds with Agentic AI"
  • Includes author photo and post images (meta, local feedback loop, trust ladder)

Voice audit (devrel-voice)

Passes:

  • No flagged words ("excited", "thrilled", "revolutionary", "seamless", "robust", "leverage", etc.)
  • No significance inflation — claims are backed by engineer quotes
  • No superficial "-ing" add-ons
  • No synonym cycling
  • No sycophantic openings or generic conclusions
  • No excessive hedging or boldface overload
  • Real engineer quotes carry the piece — feels human, not corporate
  • Paragraphs are short and scannable
  • Structure is clean (6 H2s, focused sections)

Minor flags (cosmetic, not blocking):

  • "velocity went through the roof" — slightly cliché but fine in context
  • "This is the real promise of agentic engineering" — borderline generic but the sentence continues with something specific

Recommendation: No voice pass needed. The post is already well within Prisma voice guidelines. It leads with usefulness, sounds like a person, is honest about tradeoffs, and has a pulse. Running devrel-voice on it would risk over-polishing writing that already works.

Test plan

  • Verify blog post renders correctly on preview
  • Check images load (meta, local-feedback-loop, the-trust-ladder)
  • Confirm author photo displays

🤖 Generated with Claude Code

Summary by CodeRabbit

  • Documentation
    • Added a new blog post titled "Agentic Engineering: How Prisma Builds with AI" covering agentic engineering vs. vibe coding, spec-first workflows, adversarial spec reviews, and a "trust ladder" for delegation.
    • Describes local feedback loops (automated checks before human review), the role of tests and reviews, and includes embedded media and illustrative images/quotes.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@vercel
Copy link
Copy Markdown

vercel bot commented Mar 20, 2026

The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated (UTC)
blog Ready Ready Preview, Comment Mar 30, 2026 2:08pm
docs Ready Ready Preview, Comment Mar 30, 2026 2:08pm
eclipse Ready Ready Preview, Comment Mar 30, 2026 2:08pm
site Ready Ready Preview, Comment Mar 30, 2026 2:08pm

Request Review

@coderabbitai
Copy link
Copy Markdown
Contributor

coderabbitai bot commented Mar 20, 2026

Walkthrough

Added a new MDX blog post at apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx documenting Prisma’s agentic engineering practices: spec-first workflows, adversarial spec reviews, a trust-ladder for delegation, local agent verification (tests/linters/types), human gatekeeping, and embedded media. (34 words)

Changes

Cohort / File(s) Summary
New Blog Post
apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx
Added a comprehensive MDX article with full frontmatter (title, slug, date, authors, SEO/meta, images, tags). Content details agentic engineering: spec-first design, proof-of-concept validation, adversarial spec review, a "trust ladder" for delegation, local feedback loops (tests/linters/type checks), human review gating, and embedded media.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly and specifically summarizes the main change: adding a new blog post about how Prisma builds with agentic AI, which matches the changeset perfectly.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.


Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

Comment @coderabbitai help to get the list of available commands and usage tips.

@argos-ci
Copy link
Copy Markdown

argos-ci bot commented Mar 20, 2026

The latest updates on your projects. Learn more about Argos notifications ↗︎

Build Status Details Updated (UTC)
default (Inspect) ✅ No changes detected - Mar 30, 2026, 2:39 PM

Copy link
Copy Markdown
Contributor

@coderabbitai coderabbitai bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

🧹 Nitpick comments (1)
apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx (1)

2-3: Align title and slug phrasing for URL consistency

Line 2 uses “Builds” while Line 3 uses “build”. Consider updating the slug to how-prisma-builds-with-agentic-ai so permalink grammar matches the published title and avoids awkward URL phrasing.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx` around
lines 2 - 3, The title and slug are inconsistent: the frontmatter key "title" is
"Agentic Engineering: How Prisma Builds with AI" while the "slug" uses
"how-prisma-build-with-agentic-ai"; update the slug value to
"how-prisma-builds-with-agentic-ai" so the slug grammar matches the title
("Builds") and the permalink reads naturally, ensuring you modify the "slug"
line in the file to the new value.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Nitpick comments:
In `@apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx`:
- Around line 2-3: The title and slug are inconsistent: the frontmatter key
"title" is "Agentic Engineering: How Prisma Builds with AI" while the "slug"
uses "how-prisma-build-with-agentic-ai"; update the slug value to
"how-prisma-builds-with-agentic-ai" so the slug grammar matches the title
("Builds") and the permalink reads naturally, ensuring you modify the "slug"
line in the file to the new value.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 3fa91cba-1f9d-4c60-81a5-3c4573ea5fe7

📥 Commits

Reviewing files that changed from the base of the PR and between 1a02c1b and 0a559f5.

⛔ Files ignored due to path filters (4)
  • apps/blog/public/authors/arthur-gamby.png is excluded by !**/*.png
  • apps/blog/public/how-prisma-build-with-agentic-ai/imgs/local-feedback-loop.png is excluded by !**/*.png
  • apps/blog/public/how-prisma-build-with-agentic-ai/imgs/meta.png is excluded by !**/*.png
  • apps/blog/public/how-prisma-build-with-agentic-ai/imgs/the-trust-ladder.png is excluded by !**/*.png
📒 Files selected for processing (1)
  • apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx

Replace raw markdown blockquotes with the blog's <Quotes> component
for consistent styling with speaker name and position attribution.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Copy link
Copy Markdown
Contributor

@coderabbitai coderabbitai bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Actionable comments posted: 2

🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx`:
- Around line 2-3: The slug in the frontmatter uses
"how-prisma-build-with-agentic-ai" which conflicts with the title "Agentic
Engineering: How Prisma Builds with AI"; update the slug to
"how-prisma-builds-with-agentic-ai" and also rename or update any related
asset/path names and internal links referenced elsewhere in this file (the
entries around the other frontmatter/asset lines) so they consistently use
"builds" to match the title and avoid URL/SEO mismatches.
- Line 112: Replace the non-hyphenated compound "error handling strategy" with
the hyphenated compound "error-handling strategy" in the sentence that currently
reads "Agents don't know what they don't know about your system...or the error
handling strategy that accounts for a third-party service's quirky failure
modes." Update that exact phrase to "error-handling strategy" to use the correct
compound modifier.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: d18af161-15ee-4c5b-a1c1-c8634372fcac

📥 Commits

Reviewing files that changed from the base of the PR and between 0a559f5 and 9fe9fd1.

📒 Files selected for processing (1)
  • apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx

Set the how-prisma-build-with-agentic-ai article date to today's publication date.

Made-with: Cursor
Copy link
Copy Markdown
Contributor

@coderabbitai coderabbitai bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

♻️ Duplicate comments (2)
apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx (2)

112-112: ⚠️ Potential issue | 🟡 Minor

Use a hyphenated compound modifier for clarity.

At Line 112, error handling strategy should be error-handling strategy.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx` at line
112, Change the phrase "error handling strategy" to the hyphenated compound
modifier "error-handling strategy" wherever that exact phrase appears
(specifically replace the occurrence "error handling strategy" in the sentence
containing "third-party service's quirky failure modes"); update the text
node/content that contains that string so the compound adjective is hyphenated
for clarity.

2-3: ⚠️ Potential issue | 🟡 Minor

Align slug and asset path wording with the published title.

Line 3 still uses how-prisma-build-with-agentic-ai while the title at Line 2 says “Builds.” Please standardize slug/path naming (builds) to avoid avoidable URL and metadata inconsistency.

Also applies to: 9-10

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx` around
lines 2 - 3, The frontmatter slug value ("how-prisma-build-with-agentic-ai")
does not match the title wording ("Agentic Engineering: How Prisma Builds with
AI"); update the slug and any other asset/path occurrences that use
"how-prisma-build-with-agentic-ai" (including the second occurrence referenced)
to use "how-prisma-builds-with-agentic-ai" so the slug/path matches the
published title; ensure you update both frontmatter keys (slug) and any asset
path variables that reference the old slug.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Duplicate comments:
In `@apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx`:
- Line 112: Change the phrase "error handling strategy" to the hyphenated
compound modifier "error-handling strategy" wherever that exact phrase appears
(specifically replace the occurrence "error handling strategy" in the sentence
containing "third-party service's quirky failure modes"); update the text
node/content that contains that string so the compound adjective is hyphenated
for clarity.
- Around line 2-3: The frontmatter slug value
("how-prisma-build-with-agentic-ai") does not match the title wording ("Agentic
Engineering: How Prisma Builds with AI"); update the slug and any other
asset/path occurrences that use "how-prisma-build-with-agentic-ai" (including
the second occurrence referenced) to use "how-prisma-builds-with-agentic-ai" so
the slug/path matches the published title; ensure you update both frontmatter
keys (slug) and any asset path variables that reference the old slug.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: c32b6f07-d025-47d9-af3c-3f29adc1cf34

📥 Commits

Reviewing files that changed from the base of the PR and between 9fe9fd1 and afeec46.

📒 Files selected for processing (1)
  • apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx

@ArthurGamby ArthurGamby merged commit a476708 into main Mar 30, 2026
15 of 16 checks passed
@ArthurGamby ArthurGamby deleted the blog/how-prisma-builds-with-agentic-ai branch March 30, 2026 14:36
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants