Chris Edwards (@ChrisEdwards357) profile picture

Follower of Christ, Husband, Father, AI Enthusiast

Ohio
Joined May 2008
Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)Photo by Chris Edwards (@ChrisEdwards357)
Chris Edwards retweeted
It's absolutely wild how a single X post can erase $3 trillion from the US stock market.
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Let the Claude Code UI clutter begin! So I saw this unexpected clutter in my Claude Code UI this morning. I hope plugins don't start cluttering my UI like this. I uninstalled for now. (Good plugin...but not worth my screen real-estate)
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I tried to get my factory to design good abstractions for the code it writes. However I am finding that abstraction locks in the assumptions that motivated it. When that assumption changes, or if the AI got it wrong (it will), the abstraction is much harder to change.
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I think the bottom line is, to write good abstractions, you need to be able to PREDICT the shape of future problems the system has to solve. They have to fit the shape of the abstraction. AI doesn't have the context to predict this.
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It has been said, "A bad abstraction is worse than no abstraction at all." Abstractions should be used only for things you know are not going to change. The AI does't have this foreknowledge, so it's poor at predicting useful abstractions that last. This changes my thinking.
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When intelligence is "good enough" in open/cheap models (which is just about here), there will be a huge drop in the demand for frontier models. I already have MUCH less need for them.
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This is a great article. Sounds advice for these uncertain times.
Your job may be surviving on inertia. Your resentment won’t extend the runway. What do you actually want to do with the intelligence now at your disposal?
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Chris Edwards retweeted
Now do .agents
We're adding support for AGENTS.md to Claude Code. Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md. You can toggle this behavior in /config.
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Chris Edwards retweeted
Great moral modeling for open source too.
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I absolutely hate 5-hour limits. It destroys mental health by dragging work outside normal hours just to "use" what you paid for. This is not healthy for us humans.
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I just love that Claude is erroring out with 500s left and right and the Anthropic status page says "No incidents reported today". Total BS.
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I think agent memory is a great idea. But it makes it hard to do harness engineering if you work on a team. Does the agent work well because of the harness or your memories? You want a consistent harness, but everyone's memories differ. It's the modern "Works on my box!"
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When code reviewing, I have seen Sonnet 5 on high use so many tokens it costs more than Opus, and finds fewer issues. I guess it just doesn't know when to stop.
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If planning with a smart model, don't let it be too prescriptive and detailed about the implementation. Otherwise the agent that implements it may follow the details even when it finds they are wrong. No plan survives contact with the code. Leave flexibility for the implementer.
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I have found it helps to specify the why clearly in the plan. Then tell the implementer to "do the right thing". I found slop from sol, and asked why, and it said, "I did it because the plan said I had to." Explaining why and empowering the implementer seems to fix this.
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I'm really getting frustrated with the way Claude Code has been hiding all the tool calls it makes. It's so hard to tell if it's stuck or still calling tools. This grouping of all calls under one aggregate heading is not the way!
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This really gets you to think. Very capable models are getting much cheaper. While the highest capability models keep getting more expensive. The ability to leverage low cost models will increasingly become a huge cost advantage. The days of "one model fits all" are numbered.
DeepSeek Kill Zone. Models that are inferior and significantly more expensive should cut spending and be in survival mode ASAP. Models that are superior but also more expensive or slightly inferior but with comparable pricing can survive a bit longer.
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I'm using Luna medium as my daily driver in Hermes now. It is dirt-cheap! About the same price as DeepSeek V4 Flash. That's really impressive! Loving it so far.
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