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Digital Transformation in theAgent-First Era
Deep dives into Agentic Development, Frontier AI models, and data-driven strategies. Explore how AI is reshaping marketing and development.
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Exploring the future of digital marketing and technology
Batch APIs, your own idempotency ledger, schema validation and sample-based QA: the engineering discipline a million-row LLM job needs before you press start.
#batch-api#idempotency+5 more
2026-08-01
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One week repriced the cheap end of the model market. A surface-labelled table of what Luna, Qwen3.7 Flash and DeepSeek V4 Flash now cost, and what that buys.
#llm-pricing#cost-optimization+5 more
2026-08-01
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Worked cost math for classification, extraction, dedup and translation at million-row scale, plus the benchmark evidence on where cheap models should not go.
#deepseek#bulk-processing+5 more
2026-08-01
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Grok Voice Think Fast 2.0 ships at 0.70s to first audio and $0.08/min on the raw model API. What speech-to-speech buys you, and what a cascade buys you instead.
#voice-agents#grok-voice+5 more
2026-08-01
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Thinking Machines' 276B/12B Inkling-Small leads its 975B parent on the vendor's own coding and reasoning table, then loses badly on factuality.
#open-weights#thinking-machines+5 more
2026-08-01
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A worked agency research workflow on Kimi K3 Swarm, where the merge-and-dedup step, not the fan-out, decides whether the output is worth reading at all.
#kimi-k3#agent-swarm+4 more
2026-08-01
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Moonshot trained Agent Swarm against two failure modes it names itself, serial collapse and fake parallelism. Use them as your own fan-out decision test.
#kimi-k3#agent-swarm+5 more
2026-08-01
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K3's least-used surfaces are its 1M context, native vision and reasoning-effort dial. Switching effort mid-session forfeits the cache rate that funds it.
#kimi-k3#long-context+5 more
2026-08-01
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The 2026-07-28 spec drops the handshake and session ID, reworks auth around CIMD, and ships new Tier 1 SDK releases. Here is what your MCP server has to change.
#mcp#model-context-protocol+5 more
2026-08-01
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OpenAI, Anthropic and Google skipped NVIDIA's Open Secure AI Alliance a month after joining Akrites. That selectivity, not the absence itself, is the story.
#ai-governance#agent-security+5 more
2026-08-01
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Treat video-generation APIs as agent tools: async job polling, per-second cost guards, reference-asset handling, and human review gates before delivery.
#AI Video#Agentic Workflows+4 more
2026-07-31
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Five earnings reports, opposite verdicts: Microsoft and Amazon rallied on AI revenue proof while Meta and Apple fell. Three 2026 capex guides: $500-525B.
#AI Capex#Earnings+4 more
2026-07-31
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H3 and Seedance 2.5 landed the same day. At H3's published 2K rate, a 30-second ad variant costs about $3.90 to generate, less than most review time.
#AI Video#Creative Production+4 more
2026-07-31
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Amazon's first $200B quarter: AWS up 37%, ads up 26% to $19.8B, and a $53.4B non-operating mark-to-market gain on its Anthropic stake, not operating profit.
#Amazon#Earnings+4 more
2026-07-31
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Apple's record $109.4B June quarter still knocked ~6% off the shares after hours on soft guidance and chip supply limits. Siri AI is slated for this fall.
#Apple#Earnings+4 more
2026-07-31
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DeepSeek V4 Flash adds OpenAI's Responses API alongside the Anthropic format it has run since 2025, so Codex CLI or Claude Code needs only a base-URL swap.
#DeepSeek#API Design+4 more
2026-07-31
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DeepSeek V4 Flash exits preview into public beta as the 0731 checkpoint: same 284B architecture, vendor-stated agent benchmarks, no weights posted yet.
#DeepSeek#Open Models+4 more
2026-07-31
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AI-generated descriptions were spotted on Google Shopping ads: a test, not a rollout, and no fresh Google statement. Here is the feed-audit playbook.
#Google Shopping#Product Feeds+4 more
2026-07-31
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MiniMax launched H3, a 2K video model with native synced audio at $0.13 per second. Weights are promised within days, not published yet.
#MiniMax#AI Video+4 more
2026-07-31
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ByteDance launched Seedance 2.5 on Jimeng and Doubao Pro with 30-second one-take video. Its own post says the BytePlus ModelArk API is still coming.
#Seedance#ByteDance+4 more
2026-07-31
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Visual Studio's July 2026 update ships an Agent (Preview) built on the GitHub Copilot SDK — the same SDK behind the Copilot CLI. What teams can build now.
#github-copilot#copilot-sdk+5 more
2026-07-30
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US returns hit an estimated $849.9B in 2025, and NRF classifies 9% as fraudulent. A disposition tree for AI return triage — with human gates where they belong.
#returns-management#reverse-logistics+5 more
2026-07-30
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Google Ads quietly split click reporting into Product and Non-Product Clicks. What each counts, why the numbers inflate, and why scripts can't pull them yet.
#google-ads#shopping-ads+5 more
2026-07-30
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Google blamed source pages for a criticized AI Overview answer while arguing elsewhere its output is protectable. One German court, first instance, disagreed.
#ai-overviews#google-search+5 more
2026-07-30
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