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

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blog/how-prisma-builds-with-agentic-ai
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feat(blog): add How Prisma Builds with Agentic AI post#7684
ArthurGamby wants to merge 3 commits intomainfrom
blog/how-prisma-builds-with-agentic-ai

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@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" explaining Prisma’s agentic engineering approach, spec-first design, adversarial spec reviews, and a "trust ladder" for delegation.
    • Describes local feedback loops (automated checks before human review), emphasizes tests and code/design review, and includes embedded media and illustrative images/quotes to support the article.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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coderabbitai bot commented Mar 20, 2026

Walkthrough

Added a new MDX blog post documenting Prisma’s agentic engineering practices, including spec-first design, adversarial spec reviews, a trust-ladder for delegation, local agent verification loops, and guidance on tests and human review. (48 words)

Changes

Cohort / File(s) Summary
New Blog Post
apps/blog/content/blog/how-prisma-build-with-agentic-ai/index.mdx
New comprehensive MDX article with full frontmatter (title, slug, date, authors, SEO/meta, images, tags). Content covers agentic engineering: spec-first architecture, adversarial spec reviews, a "trust ladder" for delegation, local feedback loops (tests/linters/types), embedded media, and guidance on failures and review.

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 accurately and concisely describes the primary change: adding a new blog post about Prisma's agentic engineering approach, directly matching the changeset's single file addition.
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.


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argos-ci bot commented Mar 20, 2026

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Build Status Details Updated (UTC)
default (Inspect) ⚠️ Changes detected (Review) 1 changed Mar 23, 2026, 5:18 PM

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🧹 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>
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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

Comment on lines +2 to +3
title: "Agentic Engineering: How Prisma Builds with AI"
slug: "how-prisma-build-with-agentic-ai"
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⚠️ Potential issue | 🟡 Minor

Align slug/path wording with the published title.

Line 3 uses how-prisma-build-with-agentic-ai while the title uses “Builds.” This can create avoidable URL inconsistency across social shares/SEO metadata. Consider standardizing on “builds” (and matching asset path naming if you change the slug).

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 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.


When mechanical coding is automated, engineers don't become less important, they operate at a higher level of abstraction. The work that matters most, system design, observability, error handling, edge cases, is exactly the work that requires deep human understanding of the problem domain.

Agents don't know what they don't know about your system. They can't anticipate the edge case that surfaces under a specific load pattern, or the error handling strategy that accounts for a third-party service's quirky failure modes.
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⚠️ Potential issue | 🟡 Minor

Use a hyphenated compound modifier for clarity.

At Line 112, “error handling strategy” reads better as “error-handling strategy” in this usage.

✏️ Suggested wording tweak
-Agents don't know what they don't know about your system. They can't anticipate the edge case that surfaces under a specific load pattern, or the error handling strategy that accounts for a third-party service's quirky failure modes.
+Agents don't know what they don't know about your system. They can't anticipate the edge case that surfaces under a specific load pattern, or the error-handling strategy that accounts for a third-party service's quirky failure modes.
🧰 Tools
🪛 LanguageTool

[grammar] ~112-~112: Use a hyphen to join words.
Context: ...er a specific load pattern, or the error handling strategy that accounts for a th...

(QB_NEW_EN_HYPHEN)

🤖 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, 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.

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