ajay yadav(@bettersayAJ):you can skip most agent content on this site if you read these seven: 1. ReAct by @ShunyuYao12 et al (reasoning and acting in one loop, every agent framework is basically this) 2. Reflexion by @noahshinn024 et al (agents that learn from their own failures without retraining) 3. Tree of Thoughts by @ShunyuYao12 et al (what happens when you let it branch instead of guess once) 4. Generative Agents by @joon_s_pk et al (the smallville paper, memory and reflection) 5. MemGPT by @charlespacker et al (context windows as an operating system problem) 6. SWE-bench by @ofirpress et al (the benchmark that made agent evals real) 7. Voyager by @DrJimFan et al (an agent that writes its own skill library) save this, add these to your weekend reading list

2026.09.19 07:46

you can skip most agent content on this site if you read these seven: 1. ReAct by @ShunyuYao12 et al (reasoning and acting in one loop, every agent framework is basically this) 2. Reflexion by @noahshinn024 et al (agents that learn from their own failures without retraining) 3. Tree of Thoughts by @ShunyuYao12 et al (what happens when you let it branch instead of guess once) 4. Generative Agents by @joon_s_pk et al (the smallville paper, memory and reflection) 5. MemGPT by @charlespacker et al (context windows as an operating system problem) 6. SWE-bench by @ofirpress et al (the benchmark that made agent evals real) 7. Voyager by @DrJimFan et al (an agent that writes its own skill library) save this, add these to your weekend reading list