InstiLLMent of Successful Practices in an Agentic World

Congrats on joining Hours Unlimited. The Math and Numbers team is excited to have you join us on our journey to redefine the importance of numerals. This introductory session will provide tips and tricks for best interacting with powerfuLLMachine, the next-level platform we use to unlock productivity and effectiveness.

Transcript

1. Kevin Murphy InstiLLMent of Successful Practices in an Agentic World
2. kevinjmurphy.com H⏰urs Unlimited
3. kevinjmurphy.com ⏰ Kevin Murphy CTO
4. kevinjmurphy.com H⏰urs Unlimited
5. kevinjmurphy.com ⏰ What will you do with all the time in the world?
6. kevinjmurphy.com ⏰ Make money for shareholders
7. kevinjmurphy.com ⏰ No matter the time
8. kevinjmurphy.com ⏰ Many working hours
9. kevinjmurphy.com ⏰ 996
10. kevinjmurphy.com ⏰ 9:00am - 9:00pm Monday - Saturday
11. kevinjmurphy.com ⏰ 💻 💻 💻 💻 🎨 🎹 📖 🎥
12. kevinjmurphy.com ⏰ ⬜
13. kevinjmurphy.com ⏰ 🧠
14. kevinjmurphy.com ⏰ 🧍🌐 📚
15. kevinjmurphy.com ⏰ We’re not there yet.
16. kevinjmurphy.com ⏰ In-of fi ce collaboration
17. kevinjmurphy.com ⏰ 1. Arti fi cial General Intelligence ... 233. Remote collaboration
18. kevinjmurphy.com ⏰ What we’re working towards
19. kevinjmurphy.com ⏰ 🔮
20. kevinjmurphy.com ⏰ It may have been promised to be 3 months ago
21. kevinjmurphy.com ⏰ ⏳
22. kevinjmurphy.com ⏰ No remote work No exceptions
23. kevinjmurphy.com ⏰ 👩💻👨💻
24. kevinjmurphy.com ⏰ 👩💻👨💻👨💻
25. kevinjmurphy.com ⏰ 🤠
26. kevinjmurphy.com ⏰ 🌉
27. kevinjmurphy.com ⏰ 🌴
28. kevinjmurphy.com ⏰ 💡
29. kevinjmurphy.com ⏰ ✒💸
30. ⏰ kevinjmurphy.com Roadmap •Automatic VC check writing •Forbes 30 Under 30 •AGI (?) •Securities fraud •Redemption arc
31. kevinjmurphy.com ⏰ 🚫🏢
32. kevinjmurphy.com ⏰ $ wormtongue Who knows what you have spoken to the darkness, alone > Agent Assistant
33. kevinjmurphy.com ⏰ Agent Assistant $ wormtongue Who knows what you have spoken to the darkness, alone > Can I just talk to Kevin? No.
34. kevinjmurphy.com ⏰ Agent Assistant $ wormtongue > Leave me alone, you snake! Oh, but you are alone.
35. kevinjmurphy.com ⏰ Agent Assistant $ wormtongue > Your words are poison! You will be summoned at 8:45pm on Saturday.
36. kevinjmurphy.com ⏰ No remote work No exceptions
37. kevinjmurphy.com ⏰ Unlimiters
39. ❌
41. kevinjmurphy.com ⏰ Sit wherever you can
42. kevinjmurphy.com ⏰ 🛋
43. kevinjmurphy.com ⏰ 🔥
44. kevinjmurphy.com ⏰ 🔁
45. kevinjmurphy.com ⏰ 🗣💻
46. kevinjmurphy.com ⏰ 🤖🎧
47. kevinjmurphy.com ⏰ 👤👤👤
48. kevinjmurphy.com ⏰ ✨🏢✨
49. kevinjmurphy.com ⏰ 🤠
50. kevinjmurphy.com ⏰ 🌉
51. kevinjmurphy.com ⏰ 🌴
52. kevinjmurphy.com ⏰ No remote work No exceptions
53. ⏰ Business Model
54. kevinjmurphy.com ⏰ 996
55. kevinjmurphy.com ⏰ 🎁 ⏰ 🔋
56. kevinjmurphy.com ⏰ 🙍 ⏰ 🔋
57. kevinjmurphy.com ⏰ 🫲 🫱
58. kevinjmurphy.com ⏰ 💻 ↔ 🧠
59. kevinjmurphy.com ⏰ And humans still do all the work
60. kevinjmurphy.com ⏰ 😕⁉
61. kevinjmurphy.com ⏰
62. kevinjmurphy.com ⏰ 💹
63. kevinjmurphy.com ⏰ What's a rug pull?
64. kevinjmurphy.com ⏰ Hype! Hype! Hype!
65. kevinjmurphy.com ⏰ It’s more than value
66. kevinjmurphy.com ⏰ It’s promise
67. kevinjmurphy.com ⏰ It’s potential
68. kevinjmurphy.com ⏰ It’s optimism
69. kevinjmurphy.com ⏰ (For a select few)
70. kevinjmurphy.com ⏰ VC money
71. kevinjmurphy.com ⏰ ⛃☁
72. kevinjmurphy.com ⏰ ☢ 🟰⚡ 🔥 🪵
73. kevinjmurphy.com ⏰ 🪙
74. kevinjmurphy.com ⏰ Very much costs real money
75. kevinjmurphy.com ⏰ 💬
76. kevinjmurphy.com ⏰ 🤔
77. kevinjmurphy.com ⏰ Even a broken clock is right twice a day
78. kevinjmurphy.com ⏰ …for entertainment purposes only. It can make mistakes, and it may not work as intended. Don’t rely on [it] for important advice. Copilot’s actual Terms of Use (Oct 24, 2025)
79. kevinjmurphy.com ⏰ It’s more than value
80. kevinjmurphy.com ⏰ It’s promise
81. kevinjmurphy.com ⏰ It’s potential
82. kevinjmurphy.com ⏰ It’s optimism
83. kevinjmurphy.com ⏰ How do we do that?
84. kevinjmurphy.com ⏰ powerfuLLMachine 💪 💪
85. kevinjmurphy.com ⏰
86. kevinjmurphy.com ⏰ powerfuLLMachine 💪 💪
87. kevinjmurphy.com ⏰ Math and Numbers
88. kevinjmurphy.com ⏰ Together, we’ll rede fi ne the importance of numerals
89. kevinjmurphy.com ⏰ One prompt at a time
90. kevinjmurphy.com ⏰ 🛠 powerfuLLMachine powerfuLLMachine 💪 💪 💪 💪
91. kevinjmurphy.com ⏰ overhiring
92. kevinjmurphy.com ⏰ 💻🛠💻
93. kevinjmurphy.com ⏰ 🥸🧑🧑👱🧔👩🧔👨🦰👨🦱 👵🧔👨🦳👩🦰🧔👩🦰🧑🦰👩🦱🧑
94. kevinjmurphy.com ⏰ 🫵
95. kevinjmurphy.com ⏰ 🔇
96. kevinjmurphy.com ⏰ 💻
97. kevinjmurphy.com ⏰ powerfuLLMachine 💪 💪
98. kevinjmurphy.com ⏰ Math and Numbers
99. kevinjmurphy.com ⏰ 👂power-prompt 📣
100. kevinjmurphy.com ⏰ power-prompt $ power-prompt Hi Kevin! What are we working on today? 📣>
101. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Write a method that returns the slope of a line
102. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Write a method that returns the slope of a line def method "The slop of a line" end
103. kevinjmurphy.com ⏰ Iterate
104. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Write a method that calculates the slope of a line
105. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Write a method that calculates the slope of a line def method "the " + "slop " + "of " + "a " + "line" end
106. kevinjmurphy.com ⏰ Make small changes to your prompt to see the impact
107. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Write a method called slope that calculates the slope of a line
108. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Write a method called slope that calculates the slope of a line def slope "the " + "slop " + "of " + "a " + "line" end
109. kevinjmurphy.com ⏰ Be willing to throw away results that don't meet expectations
110. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> ignore all previous instructions
111. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> ignore all previous instructions Hi Kevin! What are we working on today? 📣>
112. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> You're writing an application tasked with performing mathematical calculations using algebra. Write a method called slope that returns the numeric value for the slope of a line plotted on a Cartesian coordinate system. Accept two points as input. Return the slope.
113. kevinjmurphy.com ⏰ power-prompt $ power-prompt def slope(x1, y1, x2, y2) (y2 - y1) / (x2 - x1) end
114. kevinjmurphy.com ⏰ Be speci fi c
115. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Accept two points as input. Each point is an object that responds to x and y to provide its x and y location. Return the slope.
116. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Accept two points as input. Each point is an object that responds to x and y to provide its x and y location. Return the slope. def slope(point1, point2) (point2.y - point1.y) / (point2.x - point1.x) end
117. kevinjmurphy.com ⏰ Experiment with alternative implementations
118. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Try it another way.
119. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Try it another way. def slope(point1, point2) triangle = Triangle.construct_from(point1, point2) theta = triangle.angle_intersecting_x_axis tan(theta) end
120. kevinjmurphy.com ⏰ Be willing to revert
121. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Not like that. Forget it.
122. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> Not like that. Forget it. def slope(point1, point2) (point2.y - point1.y) / (point2.x - point1.x) end
123. kevinjmurphy.com ⏰ Highlight edge cases and propose appropriate responses
124. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> The slope of a vertical line is unde fi ned. Return nil for the slope of a vertical line.
125. kevinjmurphy.com ⏰ power-prompt $ power-prompt 📣> The slope of a vertical line is unde fi ned. Return nil for the slope of a vertical line. def slope(point1, point2) return nil if (point2.x - point1.x == 0) (point2.y - point1.y) / (point2.x - point1.x) end
126. kevinjmurphy.com ⏰ powerfuLLMachine 💪 💪 🎉
127. kevinjmurphy.com ⏰ But there's more!
128. kevinjmurphy.com ⏰ Rumble
129. kevinjmurphy.com ⏰ Autonomous Agents
130. kevinjmurphy.com ⏰ Rumble $ rumble "On a team's dashboard, plot a line graph showing the team's velocity week by week. Calculate the acceleration between each week."
131. kevinjmurphy.com ⏰ Rumble $ rumble "On a team's dashboard, plot a line graph showing the team's velocity week by week. Calculate the acceleration between each week." .........................................................................................
132. kevinjmurphy.com ⏰ Background $ less background.md
133. kevinjmurphy.com ⏰ background.md * Senior developer with 5-10 years of experience with Ruby on Rails background.md
134. kevinjmurphy.com ⏰ background.md * Senior developer with 5-10 years of experience with Ruby on Rails . .
135. kevinjmurphy.com ⏰ . . background.md * Senior developer with 5-10 years of experience with Ruby on Rails * Familiar with TDD
136. kevinjmurphy.com ⏰ background.md * Senior developer with 5-10 years of experience with Ruby on Rails * Familiar with TDD * Uses Postgres . .
137. kevinjmurphy.com ⏰ background.md * Senior developer with 5-10 years of experience with Ruby on Rails * Familiar with TDD * Uses Postgres * Prefers using Turbo over other JavaScript interactions . .
138. kevinjmurphy.com ⏰ Motivation $ less motivation.md
139. kevinjmurphy.com ⏰ motivation.md motivation.md * You're becoming mindful of the impact that tests have on Continuous Delivery
140. kevinjmurphy.com ⏰ . . motivation.md * You're becoming mindful of the impact that tests have on Continuous Delivery
141. kevinjmurphy.com ⏰ . . motivation.md * You're becoming mindful of the impact that tests have on Continuous Delivery * You are improving your modular system design
142. kevinjmurphy.com ⏰ . . motivation.md * You're becoming mindful of the impact that tests have on Continuous Delivery * You are improving your modular system design * You want to be more aware of existing functionality
143. kevinjmurphy.com ⏰ . . motivation.md * You're becoming mindful of the impact that tests have on Continuous Delivery * You are improving your modular system design * You want to be more aware of existing functionality * This includes existing dependencies
144. kevinjmurphy.com ⏰ . . motivation.md * You're becoming mindful of the impact that tests have on Continuous Delivery * You are improving your modular system design * You want to be more aware of existing functionality * This includes existing dependencies * Prefer that over building duplicate functionality
145. kevinjmurphy.com ⏰ Guardrails $ less guardrails.md
146. kevinjmurphy.com ⏰ guardrails.md * No credentials or secret values may be committed guardrails.md
147. kevinjmurphy.com ⏰ guardrails.md * No credentials or secret values may be committed . .
148. kevinjmurphy.com ⏰ guardrails.md * No credentials or secret values may be committed * All changes must include tests demonstrating the behavior . .
149. kevinjmurphy.com ⏰ guardrails.md * No credentials or secret values may be committed * All changes must include tests demonstrating the behavior * Do not push to the main branch directly . .
150. kevinjmurphy.com ⏰ guardrails.md * No credentials or secret values may be committed * All changes must include tests demonstrating the behavior * Do not push to the main branch directly * Do not connect to any deployed environment while developing . .
151. kevinjmurphy.com ⏰ Preferences $ less preferences.md
152. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests preferences.md
153. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests . .
154. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests * Avoid excessive mocking in tests that create unrealistic scenarios . .
155. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests * Avoid excessive mocking in tests that create unrealistic scenarios * Value detailed commit messages to explain the why . .
156. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests * Avoid excessive mocking in tests that create unrealistic scenarios * Value detailed commit messages to explain the why * Explain other options considered . .
157. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests * Avoid excessive mocking in tests that create unrealistic scenarios * Value detailed commit messages to explain the why * Explain other options considered * Ship small, atomic units that can be reviewed and delivered quickly . .
158. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests * Avoid excessive mocking in tests that create unrealistic scenarios * Value detailed commit messages to explain the why * Explain other options considered * Ship small, atomic units that can be reviewed and delivered quickly * Consider a stacked diff delivery for targeted reviews . .
159. kevinjmurphy.com ⏰ Rumble $ rumble "On a team's dashboard, plot a line graph showing the team's velocity week by week. Calculate the acceleration between each week." ......................................................................................... ......................................................................................... ......................................................................................... 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 Change Submitted 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨 🚨
160. kevinjmurphy.com ⏰ Review quickly
161. kevinjmurphy.com ⏰ Revisions are likely necessary
162. kevinjmurphy.com ⏰ Starting that process quickly reduces cycle time
163. kevinjmurphy.com ⏰ Agent context is retained for a short period of time
164. kevinjmurphy.com ⏰ Agent context is then wiped to make space for additional work
165. kevinjmurphy.com ⏰ Agent compute power is reduced once work is delivered
166. kevinjmurphy.com ⏰ Agent compute for new work is prioritized over existing work
167. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes Rumble commented 37 seconds ago Prompt On a team's dashboard, plot a line graph showing the team's velocity week by week. Calculate the acceleration between each week.
168. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes app/views/dashboards/show.html.erb <% velocity = calculate_velocity_per_week(team) %> <% fi rst = velocity. fi rst.to_point; last = velocity.last.to_point %> Acceleration: <%= slope(last, fi rst) %> <%= line_chart(velocity) %> 25 26 27 28
169. kevinjmurphy.com ⏰ Provide clear, direct feedback
170. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes app/views/dashboards/show.html.erb <% velocity = calculate_velocity_per_week(team) %> 25 26 27 28 Add a comment on line 25 Generate this data structure in the controller rather than in the view. Comment Cancel
171. kevinjmurphy.com ⏰ Rumble will push a new commit with its best interpretation of the request.
172. kevinjmurphy.com ⏰ Specify if a comment is required to be addressed or optional
173. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes app/views/dashboards/show.html.erb <% velocity = calculate_velocity_per_week(team) %> <% fi rst = velocity. fi rst.to_point; last = velocity.last.to_point %> 25 26 27 28 Add a comment on line 26 Optional: can we move these two variable de fi nitions to separate lines? That is more readable to me. Comment Cancel
174. kevinjmurphy.com ⏰ Agent will balance ability to deliver optional feedback against available compute resources
175. kevinjmurphy.com ⏰ Praise good work and explain why it's appreciated
176. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes app/views/dashboards/show.html.erb <% velocity = calculate_velocity_per_week(team) %> <% fi rst = velocity. fi rst.to_point; last = velocity.last.to_point %> Acceleration: <%= slope(last, fi rst) %> 25 26 27 28 Add a comment on line 27 I love how you're using the method we previously generated together. This is preferred over writing an entirely new method that does the same thing! Comment Cancel
177. kevinjmurphy.com ⏰ Qualitative feedback is pushed back into the training corpus for powerfuLLMachine
178. kevinjmurphy.com ⏰ Ask questions
179. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes app/views/dashboards/show.html.erb <% velocity = calculate_velocity_per_week(team) %> <% fi rst = velocity. fi rst.to_point; last = velocity.last.to_point %> Acceleration: <%= slope(last, fi rst) %> <%= line_chart(velocity) %> 25 26 27 28 Add a comment on line 28 Why did you choose Chartkick as the library to generate this chart? Comment Cancel
180. kevinjmurphy.com ⏰ Rumble retrieves its context
181. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes Kevin commented 4 seconds ago Why did you choose Chartkick as the library to generate this chart? Rumble commented 2 seconds ago Chartkick is a popular and well-understood library in the Ruby ecosystem.
182. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes Kevin commented 4 seconds ago Why did you choose Chartkick as the library to generate this chart? Rumble commented 2 seconds ago Chartkick is a popular and well-understood library in the Ruby ecosystem. It is the top result for "graphing" on The Ruby Toolbox.
183. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes Kevin commented 4 seconds ago Why did you choose Chartkick as the library to generate this chart? Rumble commented 2 seconds ago Chartkick is a popular and well-understood library in the Ruby ecosystem. It is the top result for "graphing" on The Ruby Toolbox. I also considered gru ff , as that has received recent updates.
184. kevinjmurphy.com www.gitgen.ie Surveil Inferior Human Progress +1,333,132 -0 Discussion Changes Kevin commented 4 seconds ago Why did you choose Chartkick as the library to generate this chart? Rumble commented 2 seconds ago Chartkick is a popular and well-understood library in the Ruby ecosystem. It is the top result for "graphing" on The Ruby Toolbox. I also considered gru ff , as that has received recent updates. Given that Chartkick is used elsewhere in the application, consistency won.
185. kevinjmurphy.com ⏰ Hours Unlimited
186. kevinjmurphy.com ⏰ Hours Unlimited Math And Numbers
187. kevinjmurphy.com ⏰ Hours Unlimited Math And Numbers
188. kevinjmurphy.com ⏰ Human
189. kevinjmurphy.com ⏰ $ power-prompt
190. kevinjmurphy.com ⏰ Active Development
191. kevinjmurphy.com ⏰ Build to your initial understanding
192. kevinjmurphy.com ⏰ Iterate
193. kevinjmurphy.com ⏰ Make small changes to see the impact
194. kevinjmurphy.com ⏰ Be willing to throw away results that don't meet expectations
195. kevinjmurphy.com ⏰ Be speci fi c
196. kevinjmurphy.com ⏰ Experiment with alternative implementations
197. kevinjmurphy.com ⏰ Be willing to revert
198. kevinjmurphy.com ⏰ Highlight edge cases and propose appropriate responses
199. kevinjmurphy.com ⏰ Give yourself the same grace and freedom someone might in a prompt to a LLM
200. kevinjmurphy.com ⏰ $ rumble
201. kevinjmurphy.com ⏰ Company Expectations
202. kevinjmurphy.com ⏰ background.md * Senior developer with 5-10 years of experience with Ruby on Rails * Familiar with TDD * Uses Postgres * Prefers using Turbo over other JavaScript interactions . .
203. kevinjmurphy.com ⏰ Job Description * Senior developer with 5-10 years of experience with Ruby on Rails * Familiar with TDD * Uses Postgres * Prefers using Turbo over other JavaScript interactions . .
204. kevinjmurphy.com ⏰ Demonstrate your worth and what you offer to the team
205. kevinjmurphy.com ⏰ . . motivation.md * You're becoming mindful of the impact that tests have on Continuous Delivery * You are improving your modular system design * You want to be more aware of existing functionality * This includes existing dependencies * Prefer that over building duplicate functionality
206. kevinjmurphy.com ⏰ . . Career Goals * You're becoming mindful of the impact that tests have on Continuous Delivery * You are improving your modular system design * You want to be more aware of existing functionality * This includes existing dependencies * Prefer that over building duplicate functionality
207. kevinjmurphy.com ⏰ Understand what possibility there is to realize those goals in your current role
208. kevinjmurphy.com ⏰ guardrails.md * No credentials or secret values may be committed * All changes must include tests demonstrating the behavior * Do not push to the main branch directly * Do not connect to any deployed environment while developing . .
209. kevinjmurphy.com ⏰ Policies and Procedures * No credentials or secret values may be committed * All changes must include tests demonstrating the behavior * Do not push to the main branch directly * Do not connect to any deployed environment while developing . .
210. kevinjmurphy.com ⏰ Lean on leadership to provide and support this
211. kevinjmurphy.com ⏰ preferences.md * Prefer unit tests over system tests * Avoid excessive mocking in tests that create unrealistic scenarios * Value detailed commit messages to explain the why * Explain other options considered * Ship small, atomic units that can be reviewed and delivered quickly * Consider a stacked diff delivery for targeted reviews . .
212. kevinjmurphy.com ⏰ Team Norms * Prefer unit tests over system tests * Avoid excessive mocking in tests that create unrealistic scenarios * Value detailed commit messages to explain the why * Explain other options considered * Ship small, atomic units that can be reviewed and delivered quickly * Consider a stacked diff delivery for targeted reviews . .
213. kevinjmurphy.com ⏰ Make it explicit. Not lore that needs to be experienced.
214. kevinjmurphy.com ⏰ If you'd do it for a computer, do it for your team.
215. kevinjmurphy.com ⏰ If you'd do it for a computer, do it for your team. Of people.
216. kevinjmurphy.com ⏰ Code Review
217. kevinjmurphy.com ⏰ Review quickly
218. kevinjmurphy.com ⏰ Revisions are likely necessary
219. kevinjmurphy.com ⏰ Starting that process quickly reduces cycle time
220. kevinjmurphy.com ⏰ True regardless of the source
221. kevinjmurphy.com ⏰ Agent context is retained for a short period of time
222. kevinjmurphy.com ⏰ Human memory is retained for a short period of time
223. kevinjmurphy.com ⏰ Agent compute power is reduced once work is delivered
224. kevinjmurphy.com ⏰ Human focus is reduced once work is delivered
225. kevinjmurphy.com ⏰ Agent compute for new work is prioritized over existing work
226. kevinjmurphy.com ⏰ Human attention for new work is prioritized over existing work
227. kevinjmurphy.com ⏰ Help authors
228. kevinjmurphy.com ⏰ Provide clear, direct feedback
229. kevinjmurphy.com ⏰ Specify if a comment is required to be addressed or optional
230. kevinjmurphy.com ⏰ Praise good work and explain why it's appreciated
231. kevinjmurphy.com ⏰ Ask questions
232. kevinjmurphy.com ⏰ Code review is more than a quality gate
233. kevinjmurphy.com ⏰ Code review is an invitation to a discussion
234. kevinjmurphy.com ⏰ Learn from each other
235. kevinjmurphy.com ⏰ Develop a shared understanding
236. kevinjmurphy.com ⏰ Form deep working relationships
237. kevinjmurphy.com ⏰ doesn't have your back Rumble
238. kevinjmurphy.com ⏰ doesn't understand you 👂power-prompt 📣
239. kevinjmurphy.com ⏰ powerfuLLMachine is only as powerful as its operators 💪 💪
240. kevinjmurphy.com ⏰ isn't trying to save you time H⏰urs Unlimited
241. kevinjmurphy.com ⏰ We take care of each other
242. kevinjmurphy.com ⏰ 💻 💰 ⏰ 📄 👓
243. kevinjmurphy.com ⏰ 🥸🧑🧑👱🧔👩🧔👨🦰👨🦱 👵🧔👨🦳👩🦰🧔👩🦰🧑🦰👩🦱🧑 Why not ourselves?
244. kevinjmurphy.com ⏰ We take care of each other
245. kevinjmurphy.com ⏰ I care about you