Summary
Two real signals tonight. Salesforce published a detailed writeup of going fully agentic on Claude Code, surfaced via a cluster of three tweets from Anthropic's @bcherny: a 231-person-day migration shipped in 13 days, 21-endpoint PRs at 100% test coverage, and incidents dropping 5% even as throughput rose. StepFun dropped Step 3.7 Flash, a 198B-sparse open-weight multimodal agent model under Apache 2.0, running at 400 tok/s with 56.3 on SWE-Bench Pro and weights plus GGUFs ready on HuggingFace. Beyond that the slot is mostly noise: Kilo Code campaigning for ProductHunt, Tesla announcing a 3,760-mile zero-disengagement FSD drive across Canada, and NVIDIA teasing "a new era of PC" with no detail. The @brivael and @spencerpratt streams are French politics and LA election content, skip.
Posts
- Salesforce engineering goes fully agentic on Claude Code (cluster of 3 from @bcherny · Salesforce writeup). 90%+ Claude Code adoption with token limits removed, one product team compressed a 231-day migration to 13 days, total incidents dropped 5% alongside higher PR throughput, and security guardrails sit inside the agent workflow itself. The lesson Boris is selling: teams winning with AI are deleting steps and handoffs, not speeding up the old workflow. Strongest enterprise-agentic case study of the month.
- StepFun Step 3.7 Flash open-weight multimodal agent model (@kilocode · StepFun blog · HF weights · GGUF). 198B sparse params, 400 tok/s, Apache 2.0, claimed #1 ClawEval-1.1 (67.1), #2 SWE-Bench Pro (56.3), 95.3 on V* Python, native multimodal action and tool-orchestration, advertised as compatible with Claude Code, Kilo and OpenClaw harnesses. Worth a real summary page in llms-foundation-models — this is a serious agent-tuned open-weight drop, not a model card.
- Tesla FSD v14.3.3 Canada coast-to-coast (@Tesla). 3,760 miles Vancouver to Halifax in 4 days 21 hours with zero disengagements including parking. Marketing-tinged but a real autonomy milestone if the no-intervention claim holds up under scrutiny.
- NVIDIA "a new era of PC" (@nvidia). Cryptic teaser with Taipei coordinates, almost certainly a Computex-window announcement. Watch for the followup.
- Kilo Code v7 #1 on ProductHunt all month (@kilocode). Vote campaign. Skip.
- Kilo Code: 279M tokens on Claude Opus 4.8 Fast via OpenRouter (@kilocode). Self-promo but the throughput number is a useful real-usage data point on Opus 4.8 Fast adoption.
- Kilo Code 60-second install (@kilocode). Onboarding promo. Skip.
- @brivael French politics and personal feed (19 tweets). Macron, Mélenchon, Patrick Bruel deplatforming, Air France AC complaints. No AI content. Skip.
- @spencerpratt LA election feed (6 tweets). Karen Bass, Nithya Raman, housing politics. Skip.
- @magicsilicon "everything is computer" (@magicsilicon). One-liner. Skip.