Category
AI Development Articles
Page 2 of 34. Deep dives into AI-assisted and agentic development. Coding agents, frontier model releases, SDKs, prompting patterns, and the engineering workflows behind building production software with AI.
Page 2 of 34
The newest AI Development guides and analysis
Dario Amodei's pacing essay commits Anthropic to embedded outside evaluators. What is promised, what is only proposed, and what a model buyer should watch.
#AI Policy#Frontier Models+2 more
2026-09-15
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GreyNoise traced an AI-agent campaign that hit at least 440 PaperCut servers in 48 countries, days after a patch existed. What it changes about patch order.
#AI Security#Agentic AI+2 more
2026-09-15
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Understand new research on human editing and AI detector scores, review its limits, and use a fair evidence checklist before questioning a writer’s authorship.
#AI Detection#Content Quality+1 more
2026-09-14
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Choose rules, an AI-assisted workflow or an autonomous agent by checking task uncertainty, verification and consequences with a business decision table.
#Agentic AI#Workflow Design+1 more
2026-09-13
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Check Kimi K2.8 Preview access, context limits and reasoning settings, then plan a coding trial that separates official specifications from performance claims.
#Kimi#Coding Agents+1 more
2026-09-13
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Test whether a local AI workflow depends on cloud models, search, embeddings or downloads, and record what works offline without overstating privacy guarantees.
#Local AI#Privacy+1 more
2026-09-13
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Record the inputs, tools and environment behind an AI agent run. Separate trace playback from fresh execution with a practical reproducibility worksheet.
#AI Agents#Reproducibility+3 more
2026-09-12
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Assign responsibility for an AI-built app after handover. Define who fixes failures, updates dependencies, pays ongoing costs and proves recovery works.
#AI-Built Apps#App Maintenance+3 more
2026-09-12
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Check whether an AI agent follows the right instructions after context compaction. Use behavioral probes for task scope, permissions, evidence and progress.
#AI Agents#Context Compaction+3 more
2026-09-12
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Compare AI-generated designs without exposing model names. Separate task success, accessibility and visual preference before selecting a design workflow.
#AI Design#Design Evaluation+3 more
2026-09-12
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Resolve conflicting AI research claims by checking dates, definitions and primary evidence. Publish a supported answer or show exactly what remains uncertain.
#AI Research#Source Verification+3 more
2026-09-12
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Assess FLUX Video Edit pricing and input limits before revising a clip. Compare editing with regeneration and review what changes beyond the requested edit.
#AI Video#FLUX+3 more
2026-09-12
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Compare Fugu Max and Ultra v2 pricing, long-context charges and review costs. Use a workload test to decide when additional reasoning justifies its price.
#AI Models#Fugu+3 more
2026-09-12
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Map the shared limits behind parallel AI agents. Check API quotas, worker capacity, file access and review queues before increasing simultaneous work.
#AI Agents#Parallel Agents+3 more
2026-09-12
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Choose design inputs for an AI builder with a comparison plan. Check screenshots, source structure and interaction evidence before commissioning work.
#AI Builders#Design Inputs+3 more
2026-09-11
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Change an AI agent’s priorities while work is running. Choose what pauses, continues or queues, and verify pending actions before switching direction safely.
#AI Agents#Task Priorities+3 more
2026-09-11
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Apply user corrections to AI agent work without losing valid results. Trace affected assumptions, files and checks before the agent continues its task.
#AI Agents#User Corrections+3 more
2026-09-11
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Evaluate AI benchmark contamination claims with an evidence ladder. Distinguish exposure, retrieved answers, score effects and verified repairs before citing.
#AI Benchmarks#Contamination+3 more
2026-09-11
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Check AI design exports against the edits your team needs. Compare flat images, layers, vectors and source components with a practical acceptance reference.
#AI Design#Editable Files+3 more
2026-09-11
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Inventory AI agent session data before switching platforms. Separate transferable files, reconstructed state and unresolved actions with an export checklist.
#AI Agents#Session Export+3 more
2026-09-11
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Assess Cognition SWE-2 for coding work. Check Devin access, the limited free-use offer, benchmark scope and review costs before choosing a paid plan.
#Cognition#SWE-2+3 more
2026-09-11
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Update GPT-6 Astra skills, AGENTS.md and task prompts with a practical audit, clear completion criteria and a rollout plan for multiple projects.
#GPT-6 Astra#Codex+4 more
2026-09-11
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Select AI tool results without losing evidence. Use a field-level reference for identifiers, errors, summaries and artifacts that agents can retrieve later.
#AI Agents#Agent Evaluation+3 more
2026-09-10
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Assess rising AI usage against accepted work, review effort and delays. Build an evidence record before expanding access or claiming team productivity gains.
#AI Agents#Agent Evaluation+3 more
2026-09-10
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