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Matt Watson, CEO of Full Scale and 4x founder, argues that the standard definition of done in software development is dangerously incomplete because it treats code shipping as the finish line instead of confirming custom…
Lightbend, the company behind the Akka SDK, announced it used AI models Claude Sonnet and Opus with its Akka Specify toolkit to port 65 open-source software projects in 99.3 hours, with 57 of the ports showing improved l…
EvoGuard, an open-source platform by developer Modarresi, aims to add a trust layer for AI-generated code by evaluating pull requests against repository history, contracts, dependencies, and architectural conventions. Th…
A developer built a batch process that runs at 3:30 AM to harvest non-obvious procedures from Claude Code conversation logs and save them as reusable skill files, enabling the AI assistant to start each day with accumula…
Moonshot AI released Kimi K3, a 2.8 trillion parameter open-weight model for coding and agent workloads, with a 1 million token context window and pricing at $3 per million input tokens. The model posted an Elo of 1,547 …
StyleSeed, a free and MIT-licensed design-rules engine, launched to help AI coding agents like Claude Code, Codex, and Cursor produce coherent, brand-specific UI instead of generic output. The engine uses token-based ski…
Petros Savvakis describes a production workflow using multiple AI agents in a software development lifecycle, where he acts as an orchestrator and code reviewer. The system involves a planning agent, a coding agent, and …
Anthropic's Claude Opus 5 posted top scores on Anthropic's own benchmarks — more than doubling Opus 4.8 on its frontier coding test and tripling the next best model on a separate agentic benchmark — but developers includ…
A product manager or engineer can use agentic development environments such as Cursor, Claude Code, Lovable, Bolt.new, or v0 to generate a full-stack web interface from a conversational prompt in 45 minutes, but such vib…
A 25% increase in AI adoption is associated with a 1.5% decrease in delivery throughput and a 7.2% decrease in delivery stability, according to the 2025 DORA State of AI-assisted Software Development report. The report, …
Aikido Security's 2026 State of AI in Security and Development report found that 90% of organizations using 6-8 security tools experienced an incident, compared with 64% of those using 1-2 tools, and average remediation …
A new comparison of eight open-source agent workspace tools — cmux, Superset, Orca, Paseo, Herdr, T3 Code, Goose, and Warp — finds they split into three distinct categories: agent workspaces, terminal runtimes, and agent…
A developer's colleague incurred a $1,200 bill in a two-hour AI coding session, highlighting the hidden costs of AI assistants. Token consumption, especially for code, is 1.5-2.5x higher than prose, and output tokens cos…
A developer and speaker at SummerCon 2026 argues that open-source projects are struggling to maintain quality and community as AI-driven contributions surge, citing policies from Debian, Zig, Servo, and the Rust rewrite …
Anthropic published a landmark technical guide detailing how it uses Claude Code — specifically Claude Fable 5 and Claude Opus 4.8 — to execute large-scale code migrations that previously cost $3–4 million over 4 years f…
A senior engineer at a software company found that generative AI produced a polished interactive dashboard with relevant visualizations from a simple CSV prompt, yet the same tool introduced cascading errors when tasked …
After six years of research, four years working with LLMs, and almost a year of agentic coding in a production-ready environment, software developer and researcher Osequi concluded that LLMs with the right guardrails and…
Ox Alpha, a free stealth AI model available through Open Code, can be paired with the open-source design tool Open Design to generate exportable HTML/CSS interfaces, with the free period reportedly ending around August 2…
Roboflow published a guide showing how manufacturers can build a single Roboflow Workflow to verify 2D barcodes on production lines ahead of GS1 Sunrise 2027, when retail point-of-sale systems are targeted to read GS1 Da…
A new generation of AI-powered data tools is making data cleaning, analysis, and visualization faster and easier in 2026, according to a review of five top tools. Deepnote offers an AI-powered collaborative notebook with…