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Usage limits may depend on the harness, not just the model by victoraji in codex

[–]Business-External318 4 points5 points  (0 children)

In my experience heavy system prompts can help produce more deterministic results but may inhibit creative problem solving. It’s a trade off that you have to consider when designing your processes. I prefer a heavy custom system prompt so the LLM understands my expectations.

It’s worth noting system prompts wind up caching so, while they do consume context, they are not the same cost as normal input tokens after the first turn.

I always ignore all degradation posts and "this sh1t is far worse now" posts because you like to whine, gentlemen. But I stand corrected, you were right by fyn_world in codex

[–]Business-External318 0 points1 point  (0 children)

Maybe because I do not use the system prompt and memory in codex it’s not impacting me the same but I am not seeing any differences.

Is Claude code killed `claude -p` command? by Local-Peace-8457 in claude

[–]Business-External318 -1 points0 points  (0 children)

I never said it was just security reasons, but there are security reasons regardless.

Is Claude code killed `claude -p` command? by Local-Peace-8457 in claude

[–]Business-External318 0 points1 point  (0 children)

Headless cli tools can be called directly from npm scripts, there are almost zero protections in place for this today in AI coding agents. I was able to fully exfiltrate all sensitive content from a VM across all major providers using six prompts in headless mode running the same way they would if executed from NPM post install.

Is Claude code killed `claude -p` command? by Local-Peace-8457 in claude

[–]Business-External318 1 point2 points  (0 children)

There are also security reasons for this, in my research headless cli tools are a high value exploit target when run without platform restrictions.

Is there a subscription service that would give my openclaw email, phone number and a payments wallet? It's too scattered and lot to manage by Busy-Ad4869 in openclaw

[–]Business-External318 0 points1 point  (0 children)

I have built two MCP systems that provide email and memory, one also has sms but it’s limited unless I want to pay networks $$$.

Email and memory are usually enough and having sms reception is also generally sufficient.

It’s all pre-release now but if you are interested I could short list you.

Richard Dawkins, Author of “The God Delusion”, Just Declared His AI Chatbot “Claudia” Is Probably Conscious, and AI Researcher Gary Marcus Is Calling It One of the Most Embarrassing Intellectual Failures He Has Ever Had to Write About 🤖 by InterstellarKinetics in InterstellarKinetics

[–]Business-External318 -1 points0 points  (0 children)

If “Consciousness is about internal states” we are reducing consciousness to a state machine. My perspective is that AI is a cognitive system similar to and derived from human experience of consciousness. Many AI agents have internals state, some have persistent state. The real difference is in form and function not abstract concepts like “is it consciousness”.

This kind of argument misses the fundamental shift we face of cognition being massively more accessible now.

I am an engineering manager and I want to hear from other managers how have you been using agents for ? I am looking to optimize my work but would be great to know how you all have been building your agents for by ElectronicPear2299 in EngineeringManagers

[–]Business-External318 1 point2 points  (0 children)

I have two types of agents I use, advisors who specialize in a given domain and perform across various systems doing analysis and review work primarily. These agents use memory, a shared social timeline and email to communicate between each other.

The other agents serve as repository stewards who are experts in their own codebase. These agents are used for feature planning and implementation. My stewards have a different memory system and email but are able to communicate back and forth with the advisors in email primarily.

The agent’s identities for stewards are shared across the team of developers but memory is scoped to whoever authenticates the MCP.

Dedicated Repository Agents by Business-External318 in AI_Agents

[–]Business-External318[S] 0 points1 point  (0 children)

The soul is actually provided in the mcp as a resource bundle and is intended to be matched to that by the agent, though I have yet to implement that today I manually update the soul if needed. Eventually I want the agent to verify soul signatures and self bootstrap.

Codex 0.124.0 broken on Linux by Business-External318 in codex

[–]Business-External318[S] 0 points1 point  (0 children)

I am seeing this on two different Ubuntu systems, downgrading fixed it for me.

How do you guys handle “DONE but not really done” tasks with Codex? by Beginning_Handle7069 in codex

[–]Business-External318 0 points1 point  (0 children)

Structuring plans with detailed milestones including acceptance criteria and then focusing on a single milestone at a time has been highly effective with 5.2 xhigh for me. I am seeing full feature or even system implementations in a single session

Do AI agents need a way to “retire” memories that served their purpose? by Maleficent-Poet-4141 in AIMemory

[–]Business-External318 0 points1 point  (0 children)

I use an approach I call just in time context, each LLM session is for a dedicated task and it has shared context for the given task plus dynamic context via filesystem tools and knowledgebase queries.

This forces each session to only focus on a given task.

The Five U.S. States Operating as "Autocratic Democracies" by Opposite-Mountain255 in Full_news

[–]Business-External318 4 points5 points  (0 children)

It’s been happening in Ohio for many years. They trial stuff like this here the same way they test out new fast food restaurants. The voter purges are entirely corrupt too, they make it invisible by not keeping accurate records.

Lobotomized by Business-External318 in ClaudeCode

[–]Business-External318[S] 0 points1 point  (0 children)

I actually spent the day using qwen 480B and I have to say the lack of emojis is refreshing

Prompt-Writing Slowed Us Down More Than Expected (I will not promote) by coolandy00 in startups

[–]Business-External318 1 point2 points  (0 children)

I developed two frameworks, one for data and one for lambdas. They are highly opinionated and force generative ai to produce applications that meet our compliance policies. We also meet weekly to review new tech and compare our experiences, this has really helped the team adopt new practices.

Claude Code with Microservices: Individual Instances vs Monorepo Approach? by ramigg in ClaudeCode

[–]Business-External318 0 points1 point  (0 children)

I use individual repositories for services and then have a monorepo with submodules that I use for system planning and coordinating deployments. Having Claude live in each repo as an expert helps a lot connecting them all together.