Just gave Agent Mode three tasks my team usually handles. It crushed all of them. This isn’t GPT-5, but it feels like GPT-5.
TOOLS
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FLUX Kontext LoRA Training Now Available on Replicate
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You can now train FLUX Kontext loras on Replicate. https://
replicate.com/replicate/fast
-flux-kontext-trainer/train
… – A 1,000 step training takes about 4 minutes
– Train with image pairs, a start and end image
– Write a short prompt instruction that takes you from the start to the end
– Use about 10 image pairs -
PS1 Game Style Image Rendering Model Demo
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Here's one we prepared earlier: https://
replicate.com/fofr/kontext-p
s1
… The prompt instruction is:
"render this image like a ps1 game (no UI)" Below is a sample of the training set: left: start image
right: end image -
Train FLUX Kontext LoRAs on Replicate in Minutes
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You can now train FLUX Kontext loras on Replicate. https://
replicate.com/replicate/fast
-flux-kontext-trainer/train
… – A 1,000 step training takes about 4 minutes
– Train with image pairs, a start and end image
– Write a short prompt instruction that takes you from the start to the end
– Use about 10 image pairs -
Kimi K2: Agentic AI for coding and reasoning
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Unlike most LLMs, Kimi K2 was trained for agentic behavior: Calls APIs Executes chains Understands tools Writes complex apps Supports structured thinking This isn't a chatbot. It's a full-on coding + reasoning machine.
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Kimi K2: Open AI Rivaling Claude 4
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Kimi K2 specs are wild: → 1T total / 32B active MoE
→ SOTA on SWE Bench, Tau2, AceBench
→ Strong in code + multi-step tasks
→ $0.15–2.50 per million tokens via API
→ Open weights + GitHub + playground It rivals Claude 4 in coding but it's free + open. -
Kimi K2: Open-Source LLM Dominates Code & Agents
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Kimi k2 is a terrifyingly good open-source model. Its really good at code, agents, and real-world tasks. It’s open, fast, and beats most LLMs in key benchmarks. I built 3 working apps with it in a day:
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FLUX Kontext LoRAs Now Available on Replicate Platform
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My FLUX kontext loras are now available to run on Replicate: PS1 https://
replicate.com/fofr/kontext-p
s1
… Old and damaged photos https://
replicate.com/fofr/kontext-o
ld-and-damaged
… JPEG compression fix https://
replicate.com/fofr/kontext-f
ix-jpeg-compression
… -
FLUX Kontext LoRAs Now Available on Replicate Platform
By
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My FLUX kontext loras are now available to run on Replicate: PS1 https://
replicate.com/fofr/kontext-p
s1
… Old and damaged photos https://
replicate.com/fofr/kontext-o
ld-and-damaged
… JPEG compression fix https://
replicate.com/fofr/kontext-f
ix-jpeg-compression
… -
Memory Terminology Convergence in AI Systems
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good point, i agree that memory is a confusing name for this. but it seems to be converging on that as common language. (eg openai, claude, langchain)