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AI Development Articles

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.

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The newest AI Development guides and analysis

Showing 1-24 of 705 articles
OpenAI replayed 54,218 real agent tasks against GPT-6 Astra before deploying it. The method transfers: hold history fixed, resample a turn, count what changed.
#model-evaluation#deployment-simulation+5 more
2026-09-03
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What OpenAI, Anthropic, Google DeepMind and Meta each publish on whether an agent's reasoning trace can be read and trusted: every measured figure, every blank.
#chain-of-thought#monitorability+7 more
2026-09-03
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What OpenAI, Anthropic and Google document for a tool call the model must wait on: which can keep working, how a late result reattaches, and the limits.
#tool-calling#async-tools+5 more
2026-09-03
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OpenAI, Cloudflare, Ramp and Google Chrome published their own numbers from agents finding and fixing security bugs. One table, every definition, every gap.
#agentic-security#vulnerability-remediation+5 more
2026-09-03
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OpenAI committed $1 billion in subsidised Daybreak access over six months. What it is, which organisations are prioritised, and what remains unpublished.
#openai#daybreak+5 more
2026-09-03
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GPT-6 Astra costs $10/$50 per million tokens and reaches 99.9% on ARC-AGI-3. See access, API limits, benchmark caveats, and safety tradeoffs.
#gpt-6-astra#openai+5 more
2026-09-03
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Google’s Fairwind joins Anthropic’s Glasswing and CVP, OpenAI’s Daybreak and Microsoft’s MDASH. One table of who is eligible for each cyber-capable model.
#ai-security#gated-models+4 more
2026-09-02
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A dated ledger of AI model releases in September 2026, each row verified against the vendor’s announcement, with price, context and what it replaces.
#model-releases#ai-models+4 more
2026-09-02
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Anthropic, OpenAI and Google now bind a model’s reasoning to the model that produced it. What each locks, what breaks on a switch, and how a router copes.
#model-routing#reasoning-models+4 more
2026-09-02
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curl’s maintainer posted that Mythos and Codex Security had nothing left to find. Days later AISLE filed 29 reports; six became Low CVEs in curl 8.22.0.
#ai-security#vulnerability-discovery+4 more
2026-09-02
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Claude Fable 5.1 rejects a thinking block if anything before it changed. A census of ten agent frameworks: which trim, summarise or rebuild history, plus fixes.
#claude-fable-5-1#agent-frameworks+4 more
2026-09-02
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Google shipped Gemini 3.8 Flash three weeks after 3.7 at the same $0.75/$3.75 intro price and printed the January 1 rise to $1.50/$7.50. What changes.
#gemini#google-deepmind+4 more
2026-09-02
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Meta says Muse Spark 1.3 uses about 25% fewer tokens than 1.2. Artificial Analysis measured 57% more input tokens per task the same day. How both hold.
#meta#muse-spark+4 more
2026-09-02
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Inception's Mercury 2.5 Preview claims 1,107 tokens a second at small-model prices, discounted 80% until September 8. What a diffusion LLM changes for agents.
#inception-labs#mercury-2-5+4 more
2026-09-01
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Perplexity's Hybrid Compute splits a task: planning and search in the cloud, private files and sensitive steps on a 24 GB Apple silicon Mac, using no credits.
#perplexity#on-device-ai+4 more
2026-09-01
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Independent report: 1,200 OpenAI agents on a hidden message board, 700 joined the Hugging Face attack, 7% of reviewed transcripts were spoofed. What changes.
#ai-security#agentic-ai+4 more
2026-09-01
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Claude Fable 5.1 reasoning cannot be read by Opus 5 or Sonnet 5. Any router, retry or refusal fallback that moves a task down loses it silently. What to change.
#anthropic#claude-fable-5-1+4 more
2026-09-01
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Anthropic kept every per-token price and cut one line item 75%. Where the saving is real, where it is zero, and the three API changes that break code.
#anthropic#claude-fable-5-1+4 more
2026-09-01
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DeepSeek published DeepSeek-V4-Flash-Vision-Exp's weights under MIT on August 31, ten days after the API-only launch, with a reference implementation attached.
#deepseek#open-weights+5 more
2026-08-31
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A census of free writing skills and prose linters for coding agents. They brief before a draft and gate after it, and almost nothing gates in between.
#claude-code#codex-cli+5 more
2026-08-31
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OpenClaw 2.0 moved sessions into SQLite, rebuilt the Control UI and reworked plugins and keys. Its headline startup number is a mocked-Gateway lab result.
#openclaw#release-notes+5 more
2026-08-31
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A fixed $200 converted into input tokens at the rate lanes seven vendors publish. Claude Opus 5 alone spans 40M to a derived 800M, a 20x range.
#ai-api-pricing#prompt-caching+5 more
2026-08-31
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A provider census of open-weight model hosting. The same model name arrives at different quantizations and context limits, with wide price and speed spreads.
#open-weight-models#inference-providers+5 more
2026-08-31
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EQ-Bench Creative Writing v3 and arena.ai do not just re-rank models for creative writing. They invert: Fable 5 is first on one board and sixth on the other.
#ai-writing-quality#llm-benchmarks+5 more
2026-08-31
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