Grab the tool and the plugin at https://
github.com/aaronn/claude-
channel-cli
… + Allows agents to talk to the same Claude Code harness as you, keeping context & memory. + Supports multiple sessions, pinned to project directories. + Works with any AI agent that can call a CLI, not just Codex.
AI
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CLI tool enables AI agents to share Claude Code context and memory
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Codex talks to Fable 5 via plugin and comparison with claude-channel-cli
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Here's Codex talking to Fable 5 w/ my plugin.
— Aaron Ng (@localghost) 15 juin 2026
Unlike calling the API, `claude-channel-cli` talks to the same full Claude Code harness as you. This means you can talk to either AI & they'll guide each other naturally with shared memories, decisions, and research. pic.twitter.com/GZAsdqnd5fHere is Codex talking to Fable 5 with my plugin. Unlike the API call, `claude-channel-cli` talks to the same full harness of Claude Code as you. This means you can talk to either AI and they will guide each other naturally with
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SambaNova’s disaggregated inference cuts agent latency by 48%
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Same model. Same workload. Different architecture. According to @ArtificialAnlys
, disaggregating prefill and decode reduced agent trajectory latency from 310 seconds to 162 seconds. The right chip for the right workload changes everything. Read more: https://
sambanova.ai/blog/first-dis
aggregated-inference-demo-for-ai-agents-live?utm_source=x&utm_medium=organic
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Test automations running through popular open models with careful harness engineering
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I have test automations that run through a large set of popular open models, many require careful harness engineering to work well.
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Security bug discovery threatens model’s code writing capability
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We won't know until/unless we hear what the bug actually was If it really was "asking Fable to find security bugs in code found security bugs" then it can't be fixed without making the model useless for writing any code at all, which is one of the most important use-cases
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AI finding security bugs threatens code writing use case
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We won't know until/unless we hear what the bug actually was If it really was "asking Fable to find security bugs in code found security bugs" then it can't be fixed without making the model useless for writing any code at all, which is one of the most important use-cases
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Bug in finding security bugs threatens model’s code writing use-case
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We won't know until/unless we hear what the bug actually was If it really was "asking Fable to find security bugs in code found security bugs" then it can't be fixed without making the model useless for writing any code at all, which is one of the most important use-cases
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Opus not good enough for 3D and verification
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Opus is nowhere near good enough at 3D/verification. I’ve done some Opus ultracode runs and it’s passable, but not great!
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Andrew Feldman compares AI selection to shopping at Costco
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Andrew Feldman on AI model selection:
— Cerebras (@cerebras) 15 juin 2026
Shop like you're at Costco.
You don't need to buy everything.
You don't need the biggest thing on the shelf.
And somehow you definitely don't need the 400 oz tub of mayo.
Same with AI.
Not every problem needs the biggest, most expensive… pic.twitter.com/WxC3bwXn8TAndrew Feldman on AI model selection: Do your shopping as if you were at Costco. You don't need to buy everything. You don't need the biggest thing on the shelf. And somehow, you certainly don't need the pot.
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Ren Ito, President of Sakana AI, at G7 Summit in Évian
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◤ Participation at the G7 Summit ◢ The G7 Summit taking place in Évian, France, has invited Ren Ito, co-founder and president of Sakana AI. Alongside world leaders and AI company executives, he will engage in important discussions on the future of AI!