Show HN: KaozKit – JavaScript LLM agents on an engine built for microcontrollers
1 distinct publishers across 2 articles (some outlets filed more than once).
Ownership mix: Other: 2
1 publishers · 2 articles · switch to 1-minute for disagreement and framing.
What happened
When building AI agents, a tool can be anything that the model can ask to use such as a search engine, a database lookup, a shell command, etc. The model doesn’t directly operate those tools…
Why the coverage differs
AI-assisted comparison · labeled · generated just generated or not yet stored · not a verdict
What happened: Built-In Tools vs. Custom Tools in LLM Agents
Where coverage diverges: Center: 2 (Vincent Schmalbach, GitHub).
Comparison summary
AI-assisted · Cerebras / Llama · just generated or not yet stored · inspect sources below rather than trusting this alone
What happened: Built-In Tools vs. Custom Tools in LLM Agents
Where coverage diverges: Center: 2 (Vincent Schmalbach, GitHub).
What's missing: AI bias-comparison is temporarily offline. Configure Cerebras in admin to enable rich comparison summaries.
Report timeline
Oldest → newest among clustered members. Gaps may mean delayed pickup, not silence.
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Sep 15, 2026, 6:25 AMVincent Schmalbach · CenterBuilt-In Tools vs. Custom Tools in LLM Agents
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Sep 15, 2026, 7:00 AM
Coverage by perspective
Perspective labels are external consensus ratings (AllSides / Ad Fontes / MBFC-style), not WeSearch truth scores. Center is not automatically more accurate.
Center · 2
Headline framing
Vocabulary fingerprints · not a political endorsement
AI framing analysis temporarily offline. Configure Cerebras in admin to enable framing comparison.
Bias/ownership: published methodology on source profiles · AI text always labeled · no reader paywall · no engagement ranking of news · transparency · contribute Ws · home