Long-term memory shelf.

https://openai.com/index/running-codex-safely

https://www.seangoedecke.com/ai-makes-weak-engineers-less-harmful

https://ingresslabs.net/blog/spec-driven-development-loops

https://github.com/wes-zheng/ai_institutions/blob/main/technical_report/paper.md

https://codebrainery.com/articles/snyk-claude-code-real-time-security-scanning-for-ai-code

https://medium.com/@vbcherepanov/what-16-parallel-claude-agents-built-around-themselves-deconstructing-anthropics-c-compiler-f2fa…

https://alphametrics.substack.com/p/openswarm-unlocking-scalability-by

https://gangtao.github.io/AgentPitch

https://matthiasplappert.com/blog/2026/ai-wants-direct-data-access

https://code.claude.com/docs/en/sandboxing

https://www.digitalocean.com/blog/powering-the-inference-era

https://www.eetimes.com/ai-accelerator-spec-maintains-rapid-update-pace

https://github.com/radotsvetkov/akmon

https://github.com/JosefAlbers/mlx-code

https://github.com/aaronw122/termcopy

https://thezvi.substack.com/p/claude-code-codex-and-agentic-coding-f54

https://chrisebert.net/notes-from-code-with-claude-2026

https://vexjoy.com/posts/55-hours-of-codex

https://eugeneyan.com/writing/working-with-ai

https://devz.cl/posts/how-to-learn-to-code-in-the-age-of-ai

https://github.com/bytewise-ca/claude-context-compiler

https://codeberg.org/MimosaDev/dikaletus

https://dbohdan.com/starlark-python

https://github.com/deno1011/emacs-mac-setup/blob/main/README.md

https://aws.amazon.com/blogs/opensource/introducing-trusted-remote-execution-policy-enforced-scripts-for-ai-agents-and-humans

https://github.com/Baukaalm/safesandbox

https://alignment.openai.com/accidental-cot-grading

https://firethering.com/anthropic-nla-claude-thoughts-interpretability

https://www.theverge.com/tech/924933/google-chrome-4gb-gemini-nano-ai-features

https://dora.dev/ai/roi/calculator

https://www.jefftk.com/p/ai-is-breaking-two-vulnerability-cultures

https://machinelearningmastery.com/the-roadmap-to-mastering-tool-calling-in-ai-agents

https://www.theregister.com/security/2026/05/07/claude-code-trust-prompt-can-trigger-one-click-rce/5235319

https://github.com/HaShiShark/context-editor-agent

https://metedata.substack.com/p/011-ai-needs-better-metaphors

https://stackoverflow.blog/2026/05/08/ai-giveth-and-ai-taketh-cpu

https://github.com/vadimv/server-components

https://anthropic.skilljar.com/claude-certified-architect-foundations-access-request

https://www.speakeasy.com/resources/ai-control-plane

https://github.com/regent-vcs/re_gent

https://dora.dev/ai/roi/report

https://www.interconnects.ai/p/notes-from-inside-chinas-ai-labs

https://transformer-circuits.pub/2026/nla

https://medium.com/@plienhar/llm-inference-series-4-kv-caching-a-deeper-look-4ba9a77746c8

https://aws.amazon.com/blogs/machine-learning/agents-that-transact-introducing-amazon-bedrock-agentcore-payments-built-with-coinb…

https://github.com/CodeAbra/iai-mcp

https://www.docker.com/blog/comparing-sandboxing-approaches-ai-agents

https://www.hadijaveed.me/2026/04/11/ai-agent-credential-exfiltration

https://github.com/leaningtech/browsercode

https://github.com/ctxvault/ctxvault