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Showing results for "toolchain"
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Security Review of the Toolchain (Supply Chain)
Create a security review plan for the AI toolchain: dependencies, container images, permissions, SBOM, and update policy. Include a checklist and a cadence for reviews.
Tags:
supply-chain,
security,
SBOM,
toolchain,
governance
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Risk Register for Self-Improving Systems
Build a risk register for recursive AI improvement: failure modes, likelihood/impact, detection signals, mitigations, and owners. Include a template and an example filled out for an LLM toolchain.
Tags:
risk-register,
recursive-ai,
safety,
failure-modes,
mitigation
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Agent Testing Pyramid: Unit, Integration, End-to-End
Design a testing pyramid for agents: unit tests for prompts/tool wrappers, integration tests for toolchains, and end-to-end scenario tests. Include how to keep tests stable over time.
Tags:
testing,
pyramid,
unit-tests,
integration,
scenarios
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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High-Level Synthesis (HLS) vs Hand RTL Decision
Provide criteria to decide HLS vs hand RTL: performance ceilings, maintainability, verification burden, and toolchain maturity. Include a recommended hybrid flow and how to validate HLS output.
Tags:
HLS,
RTL,
methodology,
verification,
performance
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Env & Proxy Quick Switch
Implement a CLI to set/unset HTTP(S)_PROXY/NO_PROXY and language/toolchain envs for a shell session, with profile snippets for PowerShell/Bash/Zsh. Flags: --on, --off, --status.
Tags:
cli,
proxy,
environment,
devops,
network,
windows,
linux,
macos
Author: Assistant
Category: cli-tool | Model: gpt-4o
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