AI Coding Tools Speed Syntax But Demand Engineering Judgment · Digg

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AI Coding Tools Speed Syntax But Demand Engineering Judgment

Quotes from engineers and researchers examine how language models alter programming workflows and responsibilities.

Joscha Bach compared using LLMs for intellectual conversation to sending an AI sexbot on dates. Ryan Petersen noted AI systems estimate project timelines like employees, claiming four weeks then delivering in five days under pressure. Other posts state that AI lets users learn new skills gradually and that sufficient discipline allows directing agents to produce tested code without line-by-line review. One engineer added that models now handle architectural complexity, so the developer role changes from typing syntax to providing context and final judgment.

Combined views

163.6K

21 posts, first seen 2d ago

3K likes470 comments243 saves215 reposts

AI Coding Tools Speed Syntax But Demand Engineering Judgment

Quotes from engineers and researchers examine how language models alter programming workflows and responsibilities.

Joscha Bach compared using LLMs for intellectual conversation to sending an AI sexbot on dates. Ryan Petersen noted AI systems estimate project timelines like employees, claiming four weeks then delivering in five days under pressure. Other posts state that AI lets users learn new skills gradually and that sufficient discipline allows directing agents to produce tested code without line-by-line review. One engineer added that models now handle architectural complexity, so the developer role changes from typing syntax to providing context and final judgment.

Posts from X

21 posts

SA
Satyam@sattyyouneed 2 days ago
Be honest: Is AI actually saving you time, or is it just making you work more?
- likes: 163
- replies: 263
- bookmarks: 12
- reposts: 13
TA
Taniya@Taniyatweets_2 days ago
@GohilHardy Not necessarily ,the real test is whether they can understand
- likes: 1
- replies: 1
- bookmarks: 0
- reposts: 0
AR
arrowdotai@arrowdotai 2 days ago
Most AI apps built right now end up as expensive demos. @moshhamedani nails the real shift here. Writing code may now be a commodity, but architecture, data modeling, and state governance are not. If you let an AI agent invent its own backend without guardrails, you aren't…
Turn painful business processes into production-grade software | ArrowdotFrom arrowdot.ai
- likes: 1
- replies: 2
- bookmarks: 0
- reposts: 0
AH
Anthony Hobday@hobdaydesign 2 days ago
I think AI offers everyone the chance to obsess over quality. I don’t think many people will. “They didn’t have time” wasn’t the only reason it didn’t happen before AI.
- likes: 13
- replies: 0
- bookmarks: 5
- reposts: 2
RU
Ruzaina@RuzainaMeer 2 days ago
@AmeliaNovaX Exactly. The best AI feels less like a tool and more like time you got back.
- likes: 1
- replies: 1
- bookmarks: 0
- reposts: 0
MR
Milan Račić@CallMeMilan 2 days ago
Context, context, context. "LLM-based agents scale non-linearly. They don't just write functions faster. They navigate architectural complexity by outsourcing reasoning to models that improve every single month. Which means the role of the developer is permanently changing.…
- likes: 4
- replies: 1
- bookmarks: 5
- reposts: 4

Combined views

163.6K

21 posts, first seen 2d ago

3K likes470 comments243 saves215 reposts

Sentiment

Positive69.6%30.4%Negative

Summary

Many accounts welcomed AI for enabling massive time savings, faster learning, and exposing real coding bottlenecks, while others voiced frustration with lengthy iterations or labeled the boom a bubble.

Based on 143 sentiment-bearing replies from 135 accounts across 5 conversations.

Sentiment

Positive69.6%30.4%Negative

Summary

Many accounts welcomed AI for enabling massive time savings, faster learning, and exposing real coding bottlenecks, while others voiced frustration with lengthy iterations or labeled the boom a bubble.

Based on 143 sentiment-bearing replies from 135 accounts across 5 conversations.

AI Coding Tools Speed Syntax But Demand Engineering Judgment

AI Coding Tools Speed Syntax But Demand Engineering Judgment

Posts from X

72 posts

SA
Satyam@sattyyouneed 2 days ago
Be honest: Is AI actually saving you time, or is it just making you work more?
- likes: 163
- replies: 263
- bookmarks: 12
- reposts: 13
1. WI
  Will@bpwbuilds 2 days ago
  @sattyyouneed the AI productivity loop: save 2 hours find 5 new things to build in those hours wonder why you're still busy
  - likes: 0
  - replies: 1
  - bookmarks: 0
  - reposts: 0
2. JE
  Jeff-Edge@11_Jeff_11 Yesterday
  Technology always creates more work, cuz it creates more possibilities. I had this workshop and added a CNC machine to it. Before the CNC, I could cut straight and had a couple curved jigs. After the CNC, I could cut elaborate designs, make sign, & complex multi-piece parts.…
  - likes: 1
  - replies: 1
  - bookmarks: 0
  - reposts: 0
3. BR
  Brian@BrianG12321 Yesterday
  @sattyyouneed I am working more than I have at almost any other time in my life, and I am also reaching the highest levels of satisfaction in work I have ever worked. Even if it kills me, I will keep the pedal down and the engine red lined cause this is awesome
  - likes: 6
  - replies: 1
  - bookmarks: 0
  - reposts: 0
TA
Taniya@Taniyatweets_2 days ago
@GohilHardy Not necessarily ,the real test is whether they can understand
- likes: 1
- replies: 1
- bookmarks: 0
- reposts: 0
AR
arrowdotai@arrowdotai 2 days ago
Most AI apps built right now end up as expensive demos. @moshhamedani nails the real shift here. Writing code may now be a commodity, but architecture, data modeling, and state governance are not. If you let an AI agent invent its own backend without guardrails, you aren't…
Turn painful business processes into production-grade software | ArrowdotFrom arrowdot.ai
- likes: 1
- replies: 2
- bookmarks: 0
- reposts: 0