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OpenAI's next major model, Astra, shows significant capability gains in agentic coding and cybersecurity, and is being treated as a 'critical' model for cybersecurity under the Preparedness Framework, with additional controls planned.
Databricks shares proven techniques for managing AI coding costs at scale, including moving to more efficient open-source models and using AI gateways, citing a 70% reduction in spend. The post covers strategies from Databricks, Stripe, Coinbase, Uber, and Ramp.
OpenAI announces that internal evaluations of its upcoming model Astra indicate it may reach critical cyber capabilities under its Preparedness Framework, prompting strengthened security controls and a pause on certain internal activities.
Kimi K3, an open-weight model from Kimi Moonshot, is now generally available in GitHub Copilot, offering frontier-level agentic coding at competitive pricing and hosted by Fireworks AI.
Kimi K3, an open-weight model from Kimi Moonshot, is now generally available in GitHub Copilot, offering frontier-level agentic coding abilities at cost-effective pricing.
The author reflects on whether small language models under 27B are being overshadowed by larger models like Qwen 3.5 and Gemma 4, and asks the community for capable SLMs for agentic coding tasks.
Promotional tweet for the book 'Agentic Coding with OpenAI Codex CLI' by Daniel Vaughan, a comprehensive guide to building agentic AI workflows with OpenAI's Codex CLI, covering MCP, hooks, sub-agents, CI/CD, and enterprise deployment.
Kimi K3, an open model that leads agentic coding benchmarks with native vision and a 1M-token context window, is now available to run in Codex on Modal via its Shared Endpoint.
DeepSeek V4 Flash shows significant benchmark gains in preview updates, trading blows with GPT-5.6 Terra on agentic coding tasks.
A personal analysis arguing that while LLMs may not be all-encompassing, the real value for companies lies in agentic coding uses, with companies like Anthropic, OpenAI, and Deepseek benefiting, and noting a recent 80% price cut for Luna.
A software engineer expresses frustration with local LLMs for agentic coding, citing issues like technical debt, ignored instructions, and excessive code generation, questioning their usefulness.
Verdent has partnered with Kimi_Moonshot to optimize Kimi K3 for agentic coding workflows, offering enhanced performance beyond simple API access. The harness enables production-level builds including 3D product pages and playable games at minimal cost.
Kimi K3, a 2.8-trillion-parameter model, now has an optimized agentic coding workflow through Verdent's collaboration with Moonshot, enabling developers to build complex real-world applications with maximum performance.
The author questions the efficiency of monolithic agentic coding tools like Claude Code, suggesting that a custom harness with per-phase model routing could cut costs without sacrificing quality, and asks the community for their experiences and recommendations.
A detailed bakeoff of 35B coding models (KAT-Coder-V2.5-Dev, Qwen3.5, Ornith, etc.) with 120 runs shows KAT-Coder matching the best stock pass rate with cleaner tool behavior, while Ornith fails due to mechanical issues. Full methodology and results are linked.
A book about agentic coding with Claude Code has become a best-seller on Amazon, offering developers a guide to building agent-driven workflows.
OpenAI integrates GPT-Live's full-duplex voice control into Codex and ChatGPT desktop app, enabling hands-free agentic coding with multi-threaded task execution.
Bad Theory Labs released BTL-3, a 27B open-weight agentic coding and tool-use model that fits in 8.39GB via custom quantization, achieving 92.2% performance retention and strong benchmarks including HumanEval 95.12% pass@1.
Unsloth released GGUF quantizations of the Laguna S 2.1 Mixture-of-Experts model, a 118B parameter coding model with 8B active parameters, 1M context window, and agentic capabilities. The quantized versions enable efficient local deployment.
Poolside releases Laguna S 2.1, a 118B MoE model with 8B activated parameters per token, optimized for agentic coding. It claims to outperform DeepSeek V4 Pro while being cheaper than DeepSeek V4 Flash, with a 1M context window and open-source license.