Author Topic: Collabware's AI-Assisted Engineering vs Vibe Coding and Our Engineering Prompts (Read 150 times)

smfadmin · « **on:** August 28, 2026, 08:45:03 PM »

📎 Click on me to view all attachmentsTheme:

ListAttBBC | v6.8 | 2026-09-01 | Andrew.human & Claude.ai

#	File	Size	Downloads	Info	DL
00	vibe-coding-vs-ai-assisted-engineering.md	5.2 KB	0	ℹ️	⬇️
Attachment ID 5890 Filename (display) vibe-coding-vs-ai-assisted-engineering.md File extension md MIME type Size 5.2 KB (5294 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash d30929afe90b96925d8f63d03a4f91a77cdc7223 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.
01	compliance_check.py	5.7 KB	1	ℹ️	⬇️
Attachment ID 5891 Filename (display) compliance_check.py File extension py MIME type Size 5.7 KB (5878 bytes) Downloads 1 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash ea7c23f8512c8364c29bfe33c7dfef2377d9a249 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
smfadmin — August 28, 2026, 08:55:48 PM
02	checkpoint-standards-section.md	2.1 KB	0	ℹ️	⬇️
Attachment ID 5892 Filename (display) checkpoint-standards-section.md File extension md MIME type Size 2.1 KB (2122 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash f85d9bc3c138de7cb70dbdee75faf91c7d966f7f Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.
03	instagram-1788520594753.mp4	19 MB	22	ℹ️	⬇️
Attachment ID 5989 Filename (display) instagram-1788520594753.mp4 File extension mp4 MIME type video/mp4 Size 19 MB (19971528 bytes) Downloads 22 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 115f89392d25379d6f35f388ca920148f00b0930 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
Chip — Today at 06:29:38 AM smfadmin — Today at 06:04:12 AM
04	instagram-1788521721884.mp4	14.9 MB	22	ℹ️	⬇️
Attachment ID 5990 Filename (display) instagram-1788521721884.mp4 File extension mp4 MIME type video/mp4 Size 14.9 MB (15667783 bytes) Downloads 22 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash f2e8b560669f6bf94b9b6e110f04bafe6512ad2b Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
Chip — Today at 06:29:38 AM smfadmin — Today at 06:04:17 AM
05	reusable-ai-code-review-prompt.md	5.8 KB	0	ℹ️	⬇️
Attachment ID 5991 Filename (display) reusable-ai-code-review-prompt.md File extension md MIME type Size 5.8 KB (5902 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash d7fc3660bf68f7062aa10c66d62464c087e1a21c Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.
06	lmv-v3.3.4-review-findings.md	9.7 KB	0	ℹ️	⬇️
Attachment ID 5992 Filename (display) lmv-v3.3.4-review-findings.md File extension md MIME type Size 9.7 KB (9913 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 41002a1ac5c07a6f3dbd1ac105b39f8be43e6858 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.
07	lmv_bbcode_v4_0.zip	38.3 KB	0	ℹ️	⬇️
Attachment ID 5993 Filename (display) lmv_bbcode_v4_0.zip File extension zip MIME type Size 38.3 KB (39232 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash b10937bf34828f48137a2ab21c04fc93b63e1675 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.
08	conversation-transcript.pdf	154.2 KB	2	ℹ️	⬇️
Attachment ID 5994 Filename (display) conversation-transcript.pdf File extension pdf MIME type Size 154.2 KB (157850 bytes) Downloads 2 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 5378a6e1f4a23f01f158744c12584e00d9ff9b3e Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
Chip — Today at 02:03:53 AM smfadmin — Today at 01:47:51 AM
09	lmv_bbcode_v4_1.zip	38.7 KB	0	ℹ️	⬇️
Attachment ID 5999 Filename (display) lmv_bbcode_v4_1.zip File extension zip MIME type Size 38.7 KB (39588 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 5d1bf4af1cdae7f8ac8aebfc75622d7eb19ae281 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.
10	lmv_bbcode_v4_2.zip	39.8 KB	0	ℹ️	⬇️
Attachment ID 6000 Filename (display) lmv_bbcode_v4_2.zip File extension zip MIME type Size 39.8 KB (40729 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 42603517db7e2028ec9269e7ee482fca17fea302 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.
11	conversation-transcript-part2.pdf	60.5 KB	2	ℹ️	⬇️
Attachment ID 6001 Filename (display) conversation-transcript-part2.pdf File extension pdf MIME type Size 60.5 KB (61937 bytes) Downloads 2 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 3c6ddc90822480ef6218a562efcf5174fddcdde9 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
Chip — Today at 06:27:06 AM smfadmin — Today at 02:18:44 AM
12	conversation_transcript.pdf	17.8 KB	0	ℹ️	⬇️
Attachment ID 6007 Filename (display) conversation_transcript.pdf File extension pdf MIME type Size 17.8 KB (18224 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49506 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 1cc5c072ec68670706a4fd8c1b909a07bde8ea5c Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
No recorded downloads yet.

What we do here at Collabware is AI-Assisted Engineering but it's constant battle keeping AI on point because they tend to write insecure, buggy and sloppy code -- not to mention being inconsistent ! I take regular checkpoints and will start taking quality checkpoints from here on in.

This is the problem:

View this post on Instagram

https://www.instagram.com/reel/DbEmNbZE_2X/?igsi=aGpwNGdqZnN6aXhw

These are our solutions based on:

View this post on Instagram

https://www.instagram.com/reel/Dcv2OyCiGkc/?igsi=bTF0NzJpdTdmcDl5

# Reusable Prompt: Deep Code/Security Review for Andrew's SMF Mods

Use this as the standing prompt template for any future "review this
package" request — to any AI, not just Claude — on drugs-and-users.org
mod packages (BBCode mods, admin tools, standalone CLI scripts, etc.).

---

## Prompt template

See the attachments for the:

1. "Prompt Engineered" reusable Query and see it in action as we review our sample Mods, one of our premiere Mods: "The Liteweight Markdown Viewer" by using another one of our premier Mods: "listatt md - The Attachment Executive Handler" which is the recommended header bbcode for every new post, moving forward, at the top of the page.

2. The review of the sample mod.

3. The packaged sample mod LMV v4.0

4. The mandatory PDF transcript -- use your Browser's for this or ask AI ("now create pdf transcript on this conversation and do not miss a word").

5. The rebuilt mod based on any shortcomings (deviations that AI is notoriously known for).

6. Attach whatever else you need to the Master Post and always include the transcript(s) for future reference, archiving, indexing and searchability (such as using our ISE (Intelligent Search Engine -- our evolving classify, index and search ecosystem.

Layered Production Stack: